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2020 – today
- 2024
[c153]Shelly Sheynin, Adam Polyak, Uriel Singer, Yuval Kirstain, Amit Zohar, Oron Ashual, Devi Parikh, Yaniv Taigman:
Emu Edit: Precise Image Editing via Recognition and Generation Tasks. CVPR 2024: 8871-8879- [c152]Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Sai Saketh Rambhatla, Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra:
Factorizing Text-to-Video Generation by Explicit Image Conditioning. ECCV (62) 2024: 205-224 - [c151]Uriel Singer, Amit Zohar, Yuval Kirstain, Shelly Sheynin, Adam Polyak, Devi Parikh, Yaniv Taigman:
Video Editing via Factorized Diffusion Distillation. ECCV (76) 2024: 450-466 - [i128]Uriel Singer, Amit Zohar, Yuval Kirstain, Shelly Sheynin, Adam Polyak, Devi Parikh, Yaniv Taigman:
Video Editing via Factorized Diffusion Distillation. CoRR abs/2403.09334 (2024) - 2023
- [c150]Omri Avrahami, Thomas Hayes, Oran Gafni, Sonal Gupta, Yaniv Taigman, Devi Parikh, Dani Lischinski, Ohad Fried, Xi Yin:
SpaText: Spatio-Textual Representation for Controllable Image Generation. CVPR 2023: 18370-18380 - [c149]Samaneh Azadi, Akbar Shah, Thomas Hayes, Devi Parikh, Sonal Gupta:
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation. ICCV 2023: 14993-15002 - [c148]Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi:
AudioGen: Textually Guided Audio Generation. ICLR 2023 - [c147]Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman:
Make-A-Video: Text-to-Video Generation without Text-Video Data. ICLR 2023 - [c146]Uriel Singer, Shelly Sheynin, Adam Polyak, Oron Ashual, Iurii Makarov, Filippos Kokkinos, Naman Goyal, Andrea Vedaldi, Devi Parikh, Justin Johnson, Yaniv Taigman:
Text-To-4D Dynamic Scene Generation. ICML 2023: 31915-31929 - [i127]Uriel Singer, Shelly Sheynin, Adam Polyak, Oron Ashual, Iurii Makarov, Filippos Kokkinos, Naman Goyal, Andrea Vedaldi, Devi Parikh, Justin Johnson, Yaniv Taigman:
Text-To-4D Dynamic Scene Generation. CoRR abs/2301.11280 (2023) - [i126]Samaneh Azadi, Thomas Hayes, Akbar Shah, Guan Pang, Devi Parikh, Sonal Gupta:
Text-Conditional Contextualized Avatars For Zero-Shot Personalization. CoRR abs/2304.07410 (2023) - [i125]Samaneh Azadi, Akbar Shah, Thomas Hayes, Devi Parikh, Sonal Gupta:
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation. CoRR abs/2305.09662 (2023) - [i124]Xiaoliang Dai, Ji Hou, Chih-Yao Ma, Sam S. Tsai, Jialiang Wang, Rui Wang, Peizhao Zhang, Simon Vandenhende, Xiaofang Wang, Abhimanyu Dubey, Matthew Yu, Abhishek Kadian, Filip Radenovic, Dhruv Mahajan, Kunpeng Li, Yue Zhao, Vladan Petrovic, Mitesh Kumar Singh, Simran Motwani, Yi Wen, Yiwen Song, Roshan Sumbaly, Vignesh Ramanathan, Zijian He, Peter Vajda, Devi Parikh:
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack. CoRR abs/2309.15807 (2023) - [i123]Shelly Sheynin, Adam Polyak, Uriel Singer, Yuval Kirstain, Amit Zohar, Oron Ashual, Devi Parikh, Yaniv Taigman:
Emu Edit: Precise Image Editing via Recognition and Generation Tasks. CoRR abs/2311.10089 (2023) - [i122]Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Sai Saketh Rambhatla, Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra:
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning. CoRR abs/2311.10709 (2023) - 2022
- [c145]Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tur:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. ACL (Findings) 2022: 1984-1994 - [c144]Samyak Datta, Sameer Dharur, Vincent Cartillier, Ruta Desai, Mukul Khanna, Dhruv Batra, Devi Parikh:
Episodic Memory Question Answering. CVPR 2022: 19097-19106 - [c143]Oran Gafni, Adam Polyak, Oron Ashual, Shelly Sheynin, Devi Parikh, Yaniv Taigman:
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors. ECCV (15) 2022: 89-106 - [c142]Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, Devi Parikh:
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer. ECCV (17) 2022: 102-118 - [c141]Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu
, Devi Parikh:
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. ECCV (8) 2022: 431-449 - [i121]Oran Gafni, Adam Polyak, Oron Ashual, Shelly Sheynin, Devi Parikh, Yaniv Taigman:
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors. CoRR abs/2203.13131 (2022) - [i120]Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, Devi Parikh:
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer. CoRR abs/2204.03638 (2022) - [i119]Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh:
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. CoRR abs/2204.08058 (2022) - [i118]Samyak Datta, Sameer Dharur, Vincent Cartillier, Ruta Desai, Mukul Khanna, Dhruv Batra, Devi Parikh:
Episodic Memory Question Answering. CoRR abs/2205.01652 (2022) - [i117]Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman:
Make-A-Video: Text-to-Video Generation without Text-Video Data. CoRR abs/2209.14792 (2022) - [i116]Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi:
AudioGen: Textually Guided Audio Generation. CoRR abs/2209.15352 (2022) - [i115]Omri Avrahami, Thomas Hayes, Oran Gafni, Sonal Gupta, Yaniv Taigman, Devi Parikh, Dani Lischinski, Ohad Fried, Xi Yin:
SpaText: Spatio-Textual Representation for Controllable Image Generation. CoRR abs/2211.14305 (2022) - 2021
- [c140]Devi Parikh:
AI-assisted Human creativity. AffCon@AAAI 2021 - [c139]Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani:
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CVPR 2021: 7005-7015 - [c138]Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach:
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA. CVPR 2021: 14111-14121 - [c137]Songwei Ge, Devi Parikh:
Visual Conceptual Blending with Large-Scale Language and Vision Models. ICCC 2021: 6-10 - [c136]Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal:
Contrast and Classify: Training Robust VQA Models. ICCV 2021: 1584-1593 - [c135]Songwei Ge, Vedanuj Goswami, Larry Zitnick, Devi Parikh:
Creative Sketch Generation. ICLR 2021 - [c134]Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju:
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. NAACL-HLT 2021: 3103-3111 - [c133]Abhishek Das, Muhammed Shuaibi, Aini Palizhati, Siddharth Goyal, Aditya Grover, Adeesh Kolluru, Janice Lan, Ammar Rizvi, Anuroop Sriram, Brandon M. Wood, Devi Parikh, Zachary W. Ulissi, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev:
The Open Catalyst Challenge 2021: Competition Report. NeurIPS (Competition and Demos) 2021: 29-40 - [c132]Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Tristan Thrush, Wojciech Galuba, Devi Parikh, Douwe Kiela:
Human-Adversarial Visual Question Answering. NeurIPS 2021: 20346-20359 - [i114]Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani:
VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CoRR abs/2101.12059 (2021) - [i113]Weihua Hu, Muhammed Shuaibi, Abhishek Das, Siddharth Goyal, Anuroop Sriram, Jure Leskovec, Devi Parikh, C. Lawrence Zitnick:
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations. CoRR abs/2103.01436 (2021) - [i112]Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tür:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. CoRR abs/2105.11589 (2021) - [i111]Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela:
Human-Adversarial Visual Question Answering. CoRR abs/2106.02280 (2021) - [i110]Ramya Srinivasan, Devi Parikh:
Building Bridges: Generative Artworks to Explore AI Ethics. CoRR abs/2106.13901 (2021) - [i109]Songwei Ge, Devi Parikh:
Visual Conceptual Blending with Large-scale Language and Vision Models. CoRR abs/2106.14127 (2021) - [i108]Gunjan Aggarwal, Devi Parikh:
Dance2Music: Automatic Dance-driven Music Generation. CoRR abs/2107.06252 (2021) - [i107]Safinah Ali, Devi Parikh:
Telling Creative Stories Using Generative Visual Aids. CoRR abs/2110.14810 (2021) - 2020
- [j16]Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra:
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. Int. J. Comput. Vis. 128(2): 336-359 (2020) - [c131]Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh:
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents. CoRL 2020: 313-328 - [c130]Peter Anderson, Ayush Shrivastava, Joanne Truong, Arjun Majumdar, Devi Parikh, Dhruv Batra, Stefan Lee:
Sim-to-Real Transfer for Vision-and-Language Navigation. CoRL 2020: 671-681 - [c129]Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Túlio Ribeiro, Besmira Nushi, Ece Kamar:
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions. CVPR 2020: 10000-10008 - [c128]Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee:
12-in-1: Multi-Task Vision and Language Representation Learning. CVPR 2020: 10434-10443 - [c127]Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra:
Improving Vision-and-Language Navigation with Image-Text Pairs from the Web. ECCV (6) 2020: 259-274 - [c126]Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das:
Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. ECCV (18) 2020: 336-352 - [c125]Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh:
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation. ECCV (18) 2020: 513-529 - [c124]Yash Kant, Dhruv Batra, Peter Anderson, Alexander G. Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawal:
Spatially Aware Multimodal Transformers for TextVQA. ECCV (9) 2020: 715-732 - [c123]Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson:
Where Are You? Localization from Embodied Dialog. EMNLP (1) 2020: 806-822 - [c122]Devi Parikh, C. Lawrence Zitnick:
Exploring Crowd Co-creation Scenarios for Sketches. ICCC 2020: 73-76 - [c121]Purva Tendulkar, Abhishek Das, Aniruddha Kembhavi, Devi Parikh:
Feel The Music: Automatically Generating A Dance For An Input Song. ICCC 2020: 292-295 - [c120]X. Alice Li, Devi Parikh:
Lemotif: An Affective Visual Journal Using Deep Neural Networks. ICCC 2020: 453-460 - [c119]Devi Parikh:
Predicting A Creator's Preferences In, and From, Interactive Generative Art. ICCC 2020: 484-487 - [c118]Gunjan Aggarwal, Devi Parikh:
Neuro-Symbolic Generative Art: A Preliminary Study. ICCC 2020: 492-495 - [c117]Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames. ICLR 2020 - [c116]Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam:
IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL. IJCAI 2020: 2022-2028 - [c115]Devendra Singh Chaplot, Lisa Lee, Ruslan Salakhutdinov, Devi Parikh, Dhruv Batra:
Embodied Multimodal Multitask Learning. IJCAI 2020: 2442-2448 - [c114]Michael Cogswell, Jiasen Lu, Rishabh Jain, Stefan Lee, Devi Parikh, Dhruv Batra:
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data. NeurIPS 2020 - [c113]Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh:
The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) 2020: 344-360 - [i106]Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar:
SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions. CoRR abs/2001.06927 (2020) - [i105]Devi Parikh:
Predicting A Creator's Preferences In, and From, Interactive Generative Art. CoRR abs/2003.01274 (2020) - [i104]Amanpreet Singh, Vedanuj Goswami, Devi Parikh:
Are we pretraining it right? Digging deeper into visio-linguistic pretraining. CoRR abs/2004.08744 (2020) - [i103]Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra:
Improving Vision-and-Language Navigation with Image-Text Pairs from the Web. CoRR abs/2004.14973 (2020) - [i102]Devi Parikh, C. Lawrence Zitnick:
Exploring Crowd Co-creation Scenarios for Sketches. CoRR abs/2005.07328 (2020) - [i101]Purva Tendulkar, Abhishek Das, Aniruddha Kembhavi, Devi Parikh:
Feel The Music: Automatically Generating A Dance For An Input Song. CoRR abs/2006.11905 (2020) - [i100]Gunjan Aggarwal, Devi Parikh:
Neuro-Symbolic Generative Art: A Preliminary Study. CoRR abs/2007.02171 (2020) - [i99]Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh:
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation. CoRR abs/2007.09841 (2020) - [i98]Yash Kant, Dhruv Batra, Peter Anderson, Alexander G. Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawal:
Spatially Aware Multimodal Transformers for TextVQA. CoRR abs/2007.12146 (2020) - [i97]Michael Cogswell, Jiasen Lu, Rishabh Jain, Stefan Lee, Devi Parikh, Dhruv Batra:
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data. CoRR abs/2007.12750 (2020) - [i96]Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh:
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents. CoRR abs/2009.03231 (2020) - [i95]Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal:
Contrast and Classify: Alternate Training for Robust VQA. CoRR abs/2010.06087 (2020) - [i94]C. Lawrence Zitnick, Lowik Chanussot, Abhishek Das, Siddharth Goyal, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Thibaut Lavril, Aini Palizhati, Morgane Riviere, Muhammed Shuaibi, Anuroop Sriram, Kevin Tran, Brandon M. Wood, Junwoong Yoon, Devi Parikh, Zachary W. Ulissi:
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. CoRR abs/2010.09435 (2020) - [i93]Lowik Chanussot, Abhishek Das, Siddharth Goyal, Thibaut Lavril, Muhammed Shuaibi, Morgane Riviere, Kevin Tran, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Aini Palizhati, Anuroop Sriram, Brandon M. Wood, Junwoong Yoon, Devi Parikh, C. Lawrence Zitnick, Zachary W. Ulissi:
The Open Catalyst 2020 (OC20) Dataset and Community Challenges. CoRR abs/2010.09990 (2020) - [i92]Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju:
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. CoRR abs/2010.10038 (2020) - [i91]Peter Anderson, Ayush Shrivastava, Joanne Truong, Arjun Majumdar, Devi Parikh, Dhruv Batra, Stefan Lee:
Sim-to-Real Transfer for Vision-and-Language Navigation. CoRR abs/2011.03807 (2020) - [i90]Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson:
Where Are You? Localization from Embodied Dialog. CoRR abs/2011.08277 (2020) - [i89]Songwei Ge, Vedanuj Goswami, C. Lawrence Zitnick, Devi Parikh:
Creative Sketch Generation. CoRR abs/2011.10039 (2020) - [i88]Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach:
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA. CoRR abs/2012.11014 (2020) - [i87]Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan:
Object-Centric Diagnosis of Visual Reasoning. CoRR abs/2012.11587 (2020)
2010 – 2019
- 2019
- [j15]Yash Goyal, Tejas Khot, Aishwarya Agrawal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. Int. J. Comput. Vis. 127(4): 398-414 (2019) - [j14]Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Stefan Lee, José M. F. Moura, Devi Parikh, Dhruv Batra:
Visual Dialog. IEEE Trans. Pattern Anal. Mach. Intell. 41(5): 1242-1256 (2019) - [c112]Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, Devi Parikh:
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication. ACL (1) 2019: 6495-6513 - [c111]Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh:
Cycle-Consistency for Robust Visual Question Answering. CVPR 2019: 6649-6658 - [c110]Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra:
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception. CVPR 2019: 6659-6668 - [c109]Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa, Dhruv Batra, Tim K. Marks, Chiori Hori, Peter Anderson, Stefan Lee, Devi Parikh:
Audio Visual Scene-Aware Dialog. CVPR 2019: 7558-7567 - [c108]Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach:
Towards VQA Models That Can Read. CVPR 2019: 8317-8326 - [c107]Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das:
Improving Generative Visual Dialog by Answering Diverse Questions. EMNLP/IJCNLP (1) 2019: 1449-1454 - [c106]Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh:
End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. ICASSP 2019: 2352-2356 - [c105]Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh:
Trick or TReAT : Thematic Reinforcement for Artistic Typography. ICCC 2019: 188-195 - [c104]Daniel Gordon, Abhishek Kadian, Devi Parikh, Judy Hoffman, Dhruv Batra:
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation. ICCV 2019: 1022-1031 - [c103]Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra:
Embodied Amodal Recognition: Learning to Move to Perceive Objects. ICCV 2019: 2040-2050 - [c102]Ramprasaath Ramasamy Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry P. Heck, Dhruv Batra, Devi Parikh:
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. ICCV 2019: 2591-2600 - [c101]Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh, Ajay Divakaran:
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment. ICCV 2019: 2601-2610 - [c100]Wei-Lin Hsiao, Isay Katsman, Chao-Yuan Wu, Devi Parikh, Kristen Grauman:
Fashion++: Minimal Edits for Outfit Improvement. ICCV 2019: 5046-5055 - [c99]Harsh Agrawal, Peter Anderson, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee:
nocaps: novel object captioning at scale. ICCV 2019: 8947-8956 - [c98]Manolis Savva, Jitendra Malik, Devi Parikh, Dhruv Batra, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun:
Habitat: A Platform for Embodied AI Research. ICCV 2019: 9338-9346 - [c97]Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati, Anirudh Goyal, Yoshua Bengio, Devi Parikh, Dhruv Batra:
Modeling the Long Term Future in Model-Based Reinforcement Learning. ICLR (Poster) 2019 - [c96]Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Mike Rabbat, Joelle Pineau:
TarMAC: Targeted Multi-Agent Communication. ICML 2019: 1538-1546 - [c95]Yash Goyal, Ziyan Wu, Jan Ernst, Dhruv Batra, Devi Parikh, Stefan Lee:
Counterfactual Visual Explanations. ICML 2019: 2376-2384 - [c94]Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering. ICML 2019: 6428-6437 - [c93]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. NAACL-HLT (1) 2019: 582-595 - [c92]Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee:
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. NeurIPS 2019: 13-23 - [c91]Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee:
Chasing Ghosts: Instruction Following as Bayesian State Tracking. NeurIPS 2019: 369-379 - [c90]Rémi Cadène, Corentin Dancette, Hédi Ben-Younes, Matthieu Cord, Devi Parikh:
RUBi: Reducing Unimodal Biases for Visual Question Answering. NeurIPS 2019: 839-850 - [c89]Jianwei Yang, Zhile Ren, Chuang Gan, Hongyuan Zhu, Devi Parikh:
Cross-channel Communication Networks. NeurIPS 2019: 1295-1304 - [i86]Koichiro Yoshino, Chiori Hori, Julien Perez, Luis Fernando D'Haro, Lazaros Polymenakos, R. Chulaka Gunasekara, Walter S. Lasecki, Jonathan K. Kummerfeld, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan, Xiang Gao, Huda AlAmri, Tim K. Marks, Devi Parikh, Dhruv Batra:
Dialog System Technology Challenge 7. CoRR abs/1901.03461 (2019) - [i85]Abhishek Das, Devi Parikh, Dhruv Batra:
Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018). CoRR abs/1901.05531 (2019) - [i84]Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Stefan Lee, Peter Anderson, Irfan Essa, Devi Parikh, Dhruv Batra, Anoop Cherian, Tim K. Marks, Chiori Hori:
Audio-Visual Scene-Aware Dialog. CoRR abs/1901.09107 (2019) - [i83]Devendra Singh Chaplot, Lisa Lee, Ruslan Salakhutdinov, Devi Parikh, Dhruv Batra:
Embodied Multimodal Multitask Learning. CoRR abs/1902.01385 (2019) - [i82]Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh:
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. CoRR abs/1902.03751 (2019) - [i81]Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh:
Cycle-Consistency for Robust Visual Question Answering. CoRR abs/1902.05660 (2019) - [i80]Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering. CoRR abs/1902.07864 (2019) - [i79]Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati, Anirudh Goyal, Yoshua Bengio, Devi Parikh, Dhruv Batra:
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future. CoRR abs/1903.01599 (2019) - [i78]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. CoRR abs/1903.03166 (2019) - [i77]Devi Parikh:
Lemotif: Abstract Visual Depictions of your Emotional States in Life. CoRR abs/1903.07766 (2019) - [i76]Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh:
Trick or TReAT: Thematic Reinforcement for Artistic Typography. CoRR abs/1903.07820 (2019) - [i75]Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh, Ajay Divakaran:
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment. CoRR abs/1903.11649 (2019) - [i74]Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra:
Habitat: A Platform for Embodied AI Research. CoRR abs/1904.01201 (2019) - [i73]Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra:
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception. CoRR abs/1904.03461 (2019) - [i72]Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra:
Embodied Visual Recognition. CoRR abs/1904.04404 (2019) - [i71]Yash Goyal, Ziyan Wu, Jan Ernst, Dhruv Batra, Devi Parikh, Stefan Lee:
Counterfactual Visual Explanations. CoRR abs/1904.07451 (2019) - [i70]Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach:
Towards VQA Models that can Read. CoRR abs/1904.08920 (2019) - [i69]Michael Cogswell, Jiasen Lu, Stefan Lee, Devi Parikh, Dhruv Batra:
Emergence of Compositional Language with Deep Generational Transmission. CoRR abs/1904.09067 (2019) - [i68]Wei-Lin Hsiao, Isay Katsman, Chao-Yuan Wu, Devi Parikh, Kristen Grauman:
Fashion++: Minimal Edits for Outfit Improvement. CoRR abs/1904.09261 (2019) - [i67]Daniel Gordon, Abhishek Kadian, Devi Parikh, Judy Hoffman, Dhruv Batra:
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation. CoRR abs/1905.07512 (2019) - [i66]Rémi Cadène, Corentin Dancette, Hédi Ben-Younes, Matthieu Cord, Devi Parikh:
RUBi: Reducing Unimodal Biases in Visual Question Answering. CoRR abs/1906.10169 (2019) - [i65]Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee:
Chasing Ghosts: Instruction Following as Bayesian State Tracking. CoRR abs/1907.02022 (2019) - [i64]Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam:
Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning. CoRR abs/1907.10580 (2019) - [i63]Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee:
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. CoRR abs/1908.02265 (2019) - [i62]Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das:
Improving Generative Visual Dialog by Answering Diverse Questions. CoRR abs/1909.10470 (2019) - [i61]Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
Decentralized Distributed PPO: Solving PointGoal Navigation. CoRR abs/1911.00357 (2019) - [i60]Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee:
12-in-1: Multi-Task Vision and Language Representation Learning. CoRR abs/1912.02315 (2019) - [i59]Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das:
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. CoRR abs/1912.02379 (2019) - 2018
- [c88]Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Neural Modular Control for Embodied Question Answering. CoRL 2018: 53-62 - [c87]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. CoRL 2018: 63-80 - [c86]Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Embodied Question Answering. CVPR 2018: 1-10 - [c85]Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Embodied Question Answering. CVPR Workshops 2018: 2054-2063 - [c84]Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi:
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. CVPR 2018: 4971-4980 - [c83]Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh:
Neural Baby Talk. CVPR 2018: 7219-7228 - [c82]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
Visual Coreference Resolution in Visual Dialog Using Neural Module Networks. ECCV (15) 2018: 160-178 - [c81]Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee:
Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance. ECCV (13) 2018: 540-556 - [c80]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Graph R-CNN for Scene Graph Generation. ECCV (1) 2018: 690-706 - [c79]Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav, Prithvijit Chattopadhyay, Devi Parikh:
Do explanations make VQA models more predictable to a human? EMNLP 2018: 1036-1042 - [c78]Arjun Chandrasekaran, Devi Parikh, Mohit Bansal:
Punny Captions: Witty Wordplay in Image Descriptions. NAACL-HLT (2) 2018: 770-775 - [i58]Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh:
Neural Baby Talk. CoRR abs/1803.09845 (2018) - [i57]Huda AlAmri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori:
Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7. CoRR abs/1806.00525 (2018) - [i56]Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh:
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. CoRR abs/1806.08409 (2018) - [i55]Harm de Vries, Kurt Shuster, Dhruv Batra, Devi Parikh, Jason Weston, Douwe Kiela:
Talk the Walk: Navigating New York City through Grounded Dialogue. CoRR abs/1807.03367 (2018) - [i54]Yu Jiang, Vivek Natarajan, Xinlei Chen, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Pythia v0.1: the Winning Entry to the VQA Challenge 2018. CoRR abs/1807.09956 (2018) - [i53]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Graph R-CNN for Scene Graph Generation. CoRR abs/1808.00191 (2018) - [i52]Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee:
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. CoRR abs/1808.02861 (2018) - [i51]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
Visual Coreference Resolution in Visual Dialog using Neural Module Networks. CoRR abs/1809.01816 (2018) - [i50]Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh:
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. CoRR abs/1810.00912 (2018) - [i49]Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Neural Modular Control for Embodied Question Answering. CoRR abs/1810.11181 (2018) - [i48]Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Michael G. Rabbat, Joelle Pineau:
TarMAC: Targeted Multi-Agent Communication. CoRR abs/1810.11187 (2018) - [i47]Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav, Prithvijit Chattopadhyay, Devi Parikh:
Do Explanations make VQA Models more Predictable to a Human? CoRR abs/1810.12366 (2018) - [i46]Harsh Agrawal, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson:
nocaps: novel object captioning at scale. CoRR abs/1812.08658 (2018) - 2017
- [j13]Abhishek Das, Harsh Agrawal, Larry Zitnick, Devi Parikh, Dhruv Batra:
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Comput. Vis. Image Underst. 163: 90-100 (2017) - [j12]Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, Margaret Mitchell, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra:
VQA: Visual Question Answering - www.visualqa.org. Int. J. Comput. Vis. 123(1): 4-31 (2017) - [c77]Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik:
Context-Aware Captions from Context-Agnostic Supervision. CVPR 2017: 1070-1079 - [c76]Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra:
Visual Dialog. CVPR 2017: 1080-1089 - [c75]Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher:
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning. CVPR 2017: 3242-3250 - [c74]Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh:
Counting Everyday Objects in Everyday Scenes. CVPR 2017: 4428-4437 - [c73]Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. CVPR 2017: 6325-6334 - [c72]Alexander H. Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, Jason Weston:
ParlAI: A Dialog Research Software Platform. EMNLP (System Demonstrations) 2017: 79-84 - [c71]Ashwin K. Vijayakumar, Ramakrishna Vedantam, Devi Parikh:
Sound-Word2Vec: Learning Word Representations Grounded in Sounds. EMNLP 2017: 920-925 - [c70]Mike Lewis, Denis Yarats, Yann N. Dauphin, Devi Parikh, Dhruv Batra:
Deal or No Deal? End-to-End Learning of Negotiation Dialogues. EMNLP 2017: 2443-2453 - [c69]Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh:
Evaluating Visual Conversational Agents via Cooperative Human-AI Games. HCOMP 2017: 2-10 - [c68]Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra:
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. ICCV 2017: 618-626 - [c67]Jianwei Yang, Anitha Kannan, Dhruv Batra, Devi Parikh:
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation. ICLR (Poster) 2017 - [c66]Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, Dhruv Batra:
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model. NIPS 2017: 314-324 - [i45]Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik:
Context-aware Captions from Context-agnostic Supervision. CoRR abs/1701.02870 (2017) - [i44]Jianwei Yang, Anitha Kannan, Dhruv Batra, Devi Parikh:
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation. CoRR abs/1703.01560 (2017) - [i43]Ashwin K. Vijayakumar, Ramakrishna Vedantam, Devi Parikh:
Sound-Word2Vec: Learning Word Representations Grounded in Sounds. CoRR abs/1703.01720 (2017) - [i42]Arjun Chandrasekaran, Deshraj Yadav, Prithvijit Chattopadhyay, Viraj Prabhu, Devi Parikh:
It Takes Two to Tango: Towards Theory of AI's Mind. CoRR abs/1704.00717 (2017) - [i41]Arjun Chandrasekaran, Devi Parikh, Mohit Bansal:
Punny Captions: Witty Wordplay in Image Descriptions. CoRR abs/1704.08224 (2017) - [i40]Aishwarya Agrawal, Aniruddha Kembhavi, Dhruv Batra, Devi Parikh:
C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset. CoRR abs/1704.08243 (2017) - [i39]Tanmay Batra, Devi Parikh:
Cooperative Learning with Visual Attributes. CoRR abs/1705.05512 (2017) - [i38]Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston:
ParlAI: A Dialog Research Software Platform. CoRR abs/1705.06476 (2017) - [i37]Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, Dhruv Batra:
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model. CoRR abs/1706.01554 (2017) - [i36]Mike Lewis, Denis Yarats, Yann N. Dauphin, Devi Parikh, Dhruv Batra:
Deal or No Deal? End-to-End Learning for Negotiation Dialogues. CoRR abs/1706.05125 (2017) - [i35]Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh:
Evaluating Visual Conversational Agents via Cooperative Human-AI Games. CoRR abs/1708.05122 (2017) - [i34]Xiao Lin, Devi Parikh:
Active Learning for Visual Question Answering: An Empirical Study. CoRR abs/1711.01732 (2017) - [i33]Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra:
Embodied Question Answering. CoRR abs/1711.11543 (2017) - [i32]Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi:
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. CoRR abs/1712.00377 (2017) - [i31]Jin-Hwa Kim, Devi Parikh, Dhruv Batra, Byoung-Tak Zhang, Yuandong Tian:
CoDraw: Visual Dialog for Collaborative Drawing. CoRR abs/1712.05558 (2017) - 2016
- [j11]C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh:
Measuring Machine Intelligence Through Visual Question Answering. AI Mag. 37(1): 63-72 (2016) - [j10]Roozbeh Mottaghi, Sanja Fidler, Alan L. Yuille, Raquel Urtasun, Devi Parikh:
Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 38(1): 74-87 (2016) - [j9]C. Lawrence Zitnick, Ramakrishna Vedantam, Devi Parikh:
Adopting Abstract Images for Semantic Scene Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 38(4): 627-638 (2016) - [c65]Arjun Chandrasekaran, Ashwin K. Vijayakumar, Stanislaw Antol, Mohit Bansal, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh:
We are Humor Beings: Understanding and Predicting Visual Humor. CVPR 2016: 4603-4612 - [c64]Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh:
VisualWord2Vec (Vis-W2V): Learning Visually Grounded Word Embeddings Using Abstract Scenes. CVPR 2016: 4985-4994 - [c63]Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Yin and Yang: Balancing and Answering Binary Visual Questions. CVPR 2016: 5014-5022 - [c62]Jianwei Yang, Devi Parikh, Dhruv Batra:
Joint Unsupervised Learning of Deep Representations and Image Clusters. CVPR 2016: 5147-5156 - [c61]Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar, César A. Hidalgo:
Deep Learning the City: Quantifying Urban Perception at a Global Scale. ECCV (1) 2016: 196-212 - [c60]Xiao Lin, Devi Parikh:
Leveraging Visual Question Answering for Image-Caption Ranking. ECCV (2) 2016: 261-277 - [c59]Arijit Ray, Gordon A. Christie, Mohit Bansal, Dhruv Batra, Devi Parikh:
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions. EMNLP 2016: 919-924 - [c58]Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal:
Sort Story: Sorting Jumbled Images and Captions into Stories. EMNLP 2016: 925-931 - [c57]Abhishek Das, Harsh Agrawal, Larry Zitnick, Devi Parikh, Dhruv Batra:
Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? EMNLP 2016: 932-937 - [c56]Aishwarya Agrawal, Dhruv Batra, Devi Parikh:
Analyzing the Behavior of Visual Question Answering Models. EMNLP 2016: 1955-1960 - [c55]Shrenik Lad, Bernardino Romera-Paredes, Julien P. C. Valentin, Philip H. S. Torr, Devi Parikh:
Knowing who to listen to: Prioritizing experts from a diverse ensemble for attribute personalization. ICIP 2016: 4463-4467 - [c54]Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James F. Allen:
A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories. HLT-NAACL 2016: 839-849 - [c53]Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell:
Visual Storytelling. HLT-NAACL 2016: 1233-1239 - [c52]Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh:
Hierarchical Question-Image Co-Attention for Visual Question Answering. NIPS 2016: 289-297 - [i30]Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James F. Allen:
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories. CoRR abs/1604.01696 (2016) - [i29]Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh:
Counting Everyday Objects in Everyday Scenes. CoRR abs/1604.03505 (2016) - [i28]Jianwei Yang, Devi Parikh, Dhruv Batra:
Joint Unsupervised Learning of Deep Representations and Image Clusters. CoRR abs/1604.03628 (2016) - [i27]Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell:
Visual Storytelling. CoRR abs/1604.03968 (2016) - [i26]Xiao Lin, Devi Parikh:
Leveraging Visual Question Answering for Image-Caption Ranking. CoRR abs/1605.01379 (2016) - [i25]Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh:
Hierarchical Question-Image Co-Attention for Visual Question Answering. CoRR abs/1606.00061 (2016) - [i24]Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra:
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? CoRR abs/1606.03556 (2016) - [i23]Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra:
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? CoRR abs/1606.05589 (2016) - [i22]Arijit Ray, Gordon A. Christie, Mohit Bansal, Dhruv Batra, Devi Parikh:
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions. CoRR abs/1606.06622 (2016) - [i21]Aishwarya Agrawal, Dhruv Batra, Devi Parikh:
Analyzing the Behavior of Visual Question Answering Models. CoRR abs/1606.07356 (2016) - [i20]Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal:
Sort Story: Sorting Jumbled Images and Captions into Stories. CoRR abs/1606.07493 (2016) - [i19]Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar, César A. Hidalgo:
Deep Learning the City : Quantifying Urban Perception At A Global Scale. CoRR abs/1608.01769 (2016) - [i18]C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh:
Measuring Machine Intelligence Through Visual Question Answering. CoRR abs/1608.08716 (2016) - [i17]Yash Goyal, Akrit Mohapatra, Devi Parikh, Dhruv Batra:
Interpreting Visual Question Answering Models. CoRR abs/1608.08974 (2016) - [i16]Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra:
Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization. CoRR abs/1610.02391 (2016) - [i15]Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra:
Grad-CAM: Why did you say that? CoRR abs/1611.07450 (2016) - [i14]Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra:
Visual Dialog. CoRR abs/1611.08669 (2016) - [i13]Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. CoRR abs/1612.00837 (2016) - [i12]Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher:
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning. CoRR abs/1612.01887 (2016) - 2015
- [j8]Adriana Kovashka, Devi Parikh, Kristen Grauman:
WhittleSearch: Interactive Image Search with Relative Attribute Feedback. Int. J. Comput. Vis. 115(2): 185-210 (2015) - [c51]Arturo Deza, Devi Parikh:
Understanding image virality. CVPR 2015: 1818-1826 - [c50]Mainak Jas, Devi Parikh:
Image specificity. CVPR 2015: 2727-2736 - [c49]Xiao Lin, Devi Parikh:
Don't just listen, use your imagination: Leveraging visual common sense for non-visual tasks. CVPR 2015: 2984-2993 - [c48]Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh:
CIDEr: Consensus-based image description evaluation. CVPR 2015: 4566-4575 - [c47]Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh:
VQA: Visual Question Answering. ICCV 2015: 2425-2433 - [c46]Ramakrishna Vedantam, Xiao Lin, Tanmay Batra, C. Lawrence Zitnick, Devi Parikh:
Learning Common Sense through Visual Abstraction. ICCV 2015: 2542-2550 - [c45]Mayu Sakurada, Takehisa Yairi, Yuta Nakajima, Naoki Nishimura, Devi Parikh:
Semantic classification of spacecraft's status: integrating system intelligence and human knowledge. ICSC 2015: 81-84 - [i11]Mainak Jas, Devi Parikh:
Image Specificity. CoRR abs/1502.04569 (2015) - [i10]Xiao Lin, Devi Parikh:
Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks. CoRR abs/1502.06108 (2015) - [i9]Arturo Deza, Devi Parikh:
Understanding Image Virality. CoRR abs/1503.02318 (2015) - [i8]Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh:
VQA: Visual Question Answering. CoRR abs/1505.00468 (2015) - [i7]Adriana Kovashka, Devi Parikh, Kristen Grauman:
WhittleSearch: Interactive Image Search with Relative Attribute Feedback. CoRR abs/1505.04141 (2015) - [i6]Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Yin and Yang: Balancing and Answering Binary Visual Questions. CoRR abs/1511.05099 (2015) - [i5]Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh:
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes. CoRR abs/1511.07067 (2015) - [i4]Arjun Chandrasekaran, Ashwin K. Vijayakumar, Stanislaw Antol, Mohit Bansal, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh:
We Are Humor Beings: Understanding and Predicting Visual Humor. CoRR abs/1512.04407 (2015) - 2014
- [j7]Phillip Isola, Jianxiong Xiao, Devi Parikh, Antonio Torralba, Aude Oliva:
What Makes a Photograph Memorable? IEEE Trans. Pattern Anal. Mach. Intell. 36(7): 1469-1482 (2014) - [c44]Peng Zhang, Jiuling Wang, Ali Farhadi, Martial Hebert, Devi Parikh:
Predicting Failures of Vision Systems. CVPR 2014: 3566-3573 - [c43]Gordon A. Christie, Amar Parkash, Ujwal Krothapalli, Devi Parikh:
Predicting User Annoyance Using Visual Attributes. CVPR 2014: 3630-3637 - [c42]Shrenik Lad, Devi Parikh:
Interactively Guiding Semi-Supervised Clustering via Attribute-Based Explanations. ECCV (6) 2014: 333-349 - [c41]Aayush Bansal, Ali Farhadi, Devi Parikh:
Towards Transparent Systems: Semantic Characterization of Failure Modes. ECCV (6) 2014: 366-381 - [c40]Stanislaw Antol, C. Lawrence Zitnick, Devi Parikh:
Zero-Shot Learning via Visual Abstraction. ECCV (4) 2014: 401-416 - [i3]Roozbeh Mottaghi, Sanja Fidler, Alan L. Yuille, Raquel Urtasun, Devi Parikh:
Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding. CoRR abs/1406.3906 (2014) - [i2]Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh:
Collecting Image Description Datasets using Crowdsourcing. CoRR abs/1411.3041 (2014) - [i1]Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh:
CIDEr: Consensus-based Image Description Evaluation. CoRR abs/1411.5726 (2014) - 2013
- [c39]Devi Parikh:
Visual attributes for enhanced human-machine communication. Allerton 2013: 1126-1127 - [c38]Arijit Biswas, Devi Parikh:
Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback. CVPR 2013: 644-651 - [c37]C. Lawrence Zitnick, Devi Parikh:
Bringing Semantics into Focus Using Visual Abstraction. CVPR 2013: 3009-3016 - [c36]Roozbeh Mottaghi, Sanja Fidler, Jian Yao, Raquel Urtasun, Devi Parikh:
Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs. CVPR 2013: 3143-3150 - [c35]Mohammad Rastegari, Ali Diba, Devi Parikh, Ali Farhadi:
Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013: 3310-3317 - [c34]Devi Parikh, Kristen Grauman:
Implied Feedback: Learning Nuances of User Behavior in Image Search. ICCV 2013: 745-752 - [c33]Naman Turakhia, Devi Parikh:
Attribute Dominance: What Pops Out? ICCV 2013: 1225-1232 - [c32]C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende:
Learning the Visual Interpretation of Sentences. ICCV 2013: 1681-1688 - [c31]Amir Sadovnik, Andrew C. Gallagher, Devi Parikh, Tsuhan Chen:
Spoken Attributes: Mixing Binary and Relative Attributes to Say the Right Thing. ICCV 2013: 2160-2167 - [c30]Aayush Bansal, Adarsh Kowdle, Devi Parikh, Andrew C. Gallagher, Larry Zitnick:
Which Edges Matter? ICCV Workshops 2013: 578-585 - 2012
- [j6]Devi Parikh, C. Lawrence Zitnick, Tsuhan Chen:
Exploring Tiny Images: The Roles of Appearance and Contextual Information for Machine and Human Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34(10): 1978-1991 (2012) - [c29]Devi Parikh, Adriana Kovashka, Amar Parkash, Kristen Grauman:
Relative Attributes for Enhanced Human-Machine Communication. AAAI 2012: 2153-2159 - [c28]C. Lawrence Zitnick, Devi Parikh:
The role of image understanding in contour detection. CVPR 2012: 622-629 - [c27]Congcong Li, Devi Parikh, Tsuhan Chen:
Automatic discovery of groups of objects for scene understanding. CVPR 2012: 2735-2742 - [c26]Adriana Kovashka, Devi Parikh, Kristen Grauman:
WhittleSearch: Image search with relative attribute feedback. CVPR 2012: 2973-2980 - [c25]Kun Duan, Devi Parikh, David J. Crandall, Kristen Grauman:
Discovering localized attributes for fine-grained recognition. CVPR 2012: 3474-3481 - [c24]Amar Parkash, Devi Parikh:
Attributes for Classifier Feedback. ECCV (3) 2012: 354-368 - 2011
- [b1]Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jiebo Luo, Tsuhan Chen:
Interactive Co-segmentation of Objects in Image Collections. Springer Briefs in Computer Science, Springer 2011, ISBN 978-1-4614-1914-3, pp. i-x, 1-46 - [j5]Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jiebo Luo, Tsuhan Chen:
Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance. Int. J. Comput. Vis. 93(3): 273-292 (2011) - [c23]Devi Parikh, C. Lawrence Zitnick:
Finding the weakest link in person detectors. CVPR 2011: 1425-1432 - [c22]Devi Parikh, Kristen Grauman:
Interactively building a discriminative vocabulary of nameable attributes. CVPR 2011: 1681-1688 - [c21]Andrew C. Gallagher, Dhruv Batra, Devi Parikh:
Inference for order reduction in Markov random fields. CVPR 2011: 1857-1864 - [c20]Devi Parikh, Kristen Grauman:
Relative attributes. ICCV 2011: 503-510 - [c19]Congcong Li, Devi Parikh, Tsuhan Chen:
Extracting adaptive contextual cues from unlabeled regions. ICCV 2011: 511-518 - [c18]Devi Parikh:
Recognizing jumbled images: The role of local and global information in image classification. ICCV 2011: 519-526 - [c17]Phillip Isola, Devi Parikh, Antonio Torralba, Aude Oliva:
Understanding the Intrinsic Memorability of Images. NIPS 2011: 2429-2437 - 2010
- [c16]Devi Parikh, C. Lawrence Zitnick:
The role of features, algorithms and data in visual recognition. CVPR 2010: 2328-2335 - [c15]Dhruv Batra, Andrew C. Gallagher, Devi Parikh, Tsuhan Chen:
Beyond trees: MRF inference via outer-planar decomposition. CVPR 2010: 2496-2503 - [c14]Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jiebo Luo, Tsuhan Chen:
iCoseg: Interactive co-segmentation with intelligent scribble guidance. CVPR 2010: 3169-3176
2000 – 2009
- 2009
- [j4]Devi Parikh, Tsuhan Chen:
Unsupervised Modeling of Objects and Their Hierarchical Contextual Interactions. EURASIP J. Image Video Process. 2009 (2009) - [c13]Dhruv Batra, Adarsh Kowdle, Devi Parikh, Tsuhan Chen:
Cutout-search: Putting a name to the picture. CVPR Workshops 2009: 23-30 - [c12]Devi Parikh, C. Lawrence Zitnick, Tsuhan Chen:
Unsupervised learning of hierarchical spatial structures in images. CVPR 2009: 2743-2750 - [c11]Dhruv Batra, Devi Parikh, Adarsh Kowdle, Tsuhan Chen, Jiebo Luo:
Seed Image Selection in interactive cosegmentation. ICIP 2009: 2393-2396 - [c10]Ching-Hao Mao, Hahn-Ming Lee, Devi Parikh, Tsuhan Chen, Si-Yu Huang:
Semi-supervised co-training and active learning based approach for multi-view intrusion detection. SAC 2009: 2042-2048 - 2008
- [j3]Robi Polikar, Apostolos Topalis, Devi Parikh, Deborah Green, Jennifer Frymiare, John Kounios, Christopher M. Clark:
An ensemble based data fusion approach for early diagnosis of Alzheimer's disease. Inf. Fusion 9(1): 83-95 (2008) - [j2]Devi Parikh, Tsuhan Chen:
Data Fusion and Cost Minimization for Intrusion Detection. IEEE Trans. Inf. Forensics Secur. 3(3): 381-389 (2008) - [c9]Devi Parikh, C. Lawrence Zitnick, Tsuhan Chen:
From appearance to context-based recognition: Dense labeling in small images. CVPR 2008 - [c8]Devi Parikh, C. Lawrence Zitnick, Tsuhan Chen:
Determining Patch Saliency Using Low-Level Context. ECCV (2) 2008: 446-459 - [c7]Devi Parikh, Tsuhan Chen:
Bringing diverse classifiers to common grounds: dtransform. ICASSP 2008: 3349-3352 - [c6]Devi Parikh, Gavin Jancke:
Localization and Segmentation of A 2D High Capacity Color Barcode. WACV 2008: 1-6 - 2007
- [j1]Devi Parikh, Robi Polikar:
An Ensemble-Based Incremental Learning Approach to Data Fusion. IEEE Trans. Syst. Man Cybern. Part B 37(2): 437-450 (2007) - [c5]Devi Parikh, Tsuhan Chen:
Unsupervised Identification of Multiple Objects of Interest from Multiple Images: dISCOVER. ACCV (2) 2007: 487-496 - [c4]Devi Parikh, Tsuhan Chen:
Unsupervised Learning of Hierarchical Semantics of Objects (hSOs). CVPR 2007 - [c3]Devi Parikh, Tsuhan Chen:
Hierarchical Semantics of Objects (hSOs). ICCV 2007: 1-8 - [c2]Devi Parikh, Rahul Sukthankar, Tsuhan Chen, Mei Chen:
Feature-based Part Retrieval for Interactive 3D Reassembly. WACV 2007: 14 - 2004
- [c1]Devi Parikh, Min T. Kim, Joseph Oagaro, Shreekanth Mandayam, Robi Polikar:
Combining classifiers for multisensor data fusion. SMC (2) 2004: 1232-1237
Coauthor Index
[c144] [i118] [c136] [c134] [j16] [c131] [c130] [c127] [c126] [c125] [c124] [c123] [c117] [c116] [c115] [c114] [i103] [i99] [i98] [i97] [i96] [i95] [i92] [i91] [i90] [j15] [j14] [c112] [c110] [c109] [c108] [c107] [c106] [c104] [c103] [c102] [c99] [c98] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [i86] [i85] [i84] [i83] [i82] [i80] [i79] [i78] [i74] [i73] [i72] [i71] [i70] [i69] [i67] [i65] [i64] [i63] [i62] [i61] [i59] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [i58] [i57] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i46] [j13] [j12] [c76] [c74] [c73] [c72] [c70] [c69] [c68] [c67] [c66] [i44] [i40] [i38] [i37] [i36] [i35] [i33] [i32] [i31] [j11] [c65] [c63] [c62] [c59] [c58] [c57] [c56] [c54] [c53] [c52] [i30] [i29] [i28] [i27] [i25] [i24] [i23] [i22] [i21] [i20] [i18] [i17] [i16] [i15] [i14] [i13] [c47] [i8] [i6] [i4] [b1] [j5] [c21] [c15] [c14] [c13] [c11]
Ramprasaath R. Selvaraju
aka: Ramprasaath Ramasamy Selvaraju
aka: Ramprasaath Ramasamy Selvaraju
C. Lawrence Zitnick
aka: Larry Zitnick
aka: Larry Zitnick
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