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ORCIDHossein Hajimirsadeghi
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2020 – today
- 2024
[c21]Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Tree Cross Attention. ICLR 2024- [c20]Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Memory Efficient Neural Processes via Constant Memory Attention Block. ICML 2024 - [i18]Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Mohamed Osama Ahmed, Yoshua Bengio, Greg Mori:
Attention as an RNN. CoRR abs/2405.13956 (2024) - [i17]Leo Feng, Frederick Tung, Mohamed Osama Ahmed, Yoshua Bengio, Hossein Hajimirsadeghi:
Were RNNs All We Needed? CoRR abs/2410.01201 (2024) - 2023
- [c19]Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi:
Towards Better Selective Classification. ICLR 2023 - [c18]Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Latent Bottlenecked Attentive Neural Processes. ICLR 2023 - [i16]Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Constant Memory Attentive Neural Processes. CoRR abs/2305.14567 (2023) - [i15]Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Constant Memory Attention Block. CoRR abs/2306.12599 (2023) - [i14]Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Tree Cross Attention. CoRR abs/2309.17388 (2023) - [i13]Sepidehsadat Hosseini, Mengyao Zhai, Hossein Hajimirsadeghi, Frederick Tung:
Prompting-based Efficient Temporal Domain Generalization. CoRR abs/2310.02473 (2023) - 2022
- [c17]Hamed Shirzad, Hossein Hajimirsadeghi, Amir H. Abdi, Greg Mori:
TD-GEN: Graph Generation Using Tree Decomposition. AISTATS 2022: 5518-5537 - [c16]Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori:
Monotonicity regularization: Improved penalties and novel applications to disentangled representation learning and robust classification. UAI 2022: 1381-1391 - [i12]Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori:
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification. CoRR abs/2205.08247 (2022) - [i11]Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi:
Stop Overcomplicating Selective Classification: Use Max-Logit. CoRR abs/2206.09034 (2022) - [i10]Saghar Irandoust, Thibaut Durand, Yunduz Rakhmangulova, Wenjie Zi, Hossein Hajimirsadeghi:
Training a Vision Transformer from scratch in less than 24 hours with 1 GPU. CoRR abs/2211.05187 (2022) - [i9]Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed:
Latent Bottlenecked Attentive Neural Processes. CoRR abs/2211.08458 (2022) - 2021
- [c15]Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Thibaut Durand, Greg Mori:
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data. AISTATS 2021: 2377-2385 - [i8]Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Thibaut Durand, Greg Mori:
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data. CoRR abs/2102.12679 (2021) - [i7]Hamed Shirzad, Hossein Hajimirsadeghi, Amir H. Abdi, Greg Mori:
TD-GEN: Graph Generation With Tree Decomposition. CoRR abs/2106.10656 (2021) - 2020
- [c14]Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori:
Adapting Grad-CAM for Embedding Networks. WACV 2020: 2783-2792 - [i6]Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori:
Adapting Grad-CAM for Embedding Networks. CoRR abs/2001.06538 (2020)
2010 – 2019
- 2019
- [j6]Ali Madooei
, Mark S. Drew, Hossein Hajimirsadeghi:
Learning to Detect Blue-White Structures in Dermoscopy Images With Weak Supervision. IEEE J. Biomed. Health Informatics 23(2): 779-786 (2019) - [c13]Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Megha Nawhal, Thibaut Durand, Greg Mori:
Variational Selective Autoencoder. AABI 2019: 1-17 - [i5]Shih-Yang Su, Hossein Hajimirsadeghi, Greg Mori:
Graph Generation with Variational Recurrent Neural Network. CoRR abs/1910.01743 (2019) - 2017
- [j5]Hossein Hajimirsadeghi, Greg Mori:
Multi-Instance Classification by Max-Margin Training of Cardinality-Based Markov Networks. IEEE Trans. Pattern Anal. Mach. Intell. 39(9): 1839-1852 (2017) - 2015
- [c12]Mehran Khodabandeh, Arash Vahdat, Guang-Tong Zhou, Hossein Hajimirsadeghi, Mehrsan Javan Roshtkhari, Greg Mori, Stephen Se:
Discovering human interactions in videos with limited data labeling. CVPR Workshops 2015: 9-18 - [c11]Hossein Hajimirsadeghi, Wang Yan, Arash Vahdat, Greg Mori:
Visual recognition by counting instances: A multi-instance cardinality potential kernel. CVPR 2015: 2596-2605 - [c10]Hossein Hajimirsadeghi, Greg Mori:
Learning Ensembles of Potential Functions for Structured Prediction with Latent Variables. ICCV 2015: 4059-4067 - [i4]Hossein Hajimirsadeghi, Wang Yan, Arash Vahdat, Greg Mori:
Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel. CoRR abs/1502.02063 (2015) - [i3]Mehran Khodabandeh, Arash Vahdat, Guang-Tong Zhou, Hossein Hajimirsadeghi, Mehrsan Javan Roshtkhari, Greg Mori, Stephen Se:
Discovering Human Interactions in Videos with Limited Data Labeling. CoRR abs/1502.03851 (2015) - [i2]Ali Madooei, Mark S. Drew, Hossein Hajimirsadeghi:
Learning to Detect Blue-white Structures in Dermoscopy Images with Weak Supervision. CoRR abs/1506.09179 (2015) - 2014
- [j4]Sangmin Oh, Scott McCloskey, Ilseo Kim, Arash Vahdat, Kevin J. Cannons, Hossein Hajimirsadeghi, Greg Mori, A. G. Amitha Perera, Megha Pandey, Jason J. Corso:
Multimedia event detection with multimodal feature fusion and temporal concept localization. Mach. Vis. Appl. 25(1): 49-69 (2014) - 2013
- [j3]Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Babak Nadjar Araabi:
Conceptual Imitation Learning Based on Perceptual and Functional Characteristics of Action. IEEE Trans. Auton. Ment. Dev. 5(4): 311-325 (2013) - [c9]Sangmin Oh, A. G. Amitha Perera, Ilseo Kim, Megha Pandey, Kevin J. Cannons, Hossein Hajimirsadeghi, Arash Vahdat, Greg Mori, Ben Miller, Scott McCloskey, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Chenliang Xu, Rohit Kumar, Wei Chen, Jason J. Corso, Li Fei-Fei, Daphne Koller, Vignesh Ramanathan, Kevin Tang, Armand Joulin, Alexandre Alahi:
TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. TRECVID 2013 - [c8]Hossein Hajimirsadeghi, Jinling Li, Greg Mori, Mohamed H. Zaki, Tarek Sayed:
Multiple Instance Learning by Discriminative Training of Markov Networks. UAI 2013 - [i1]Hossein Hajimirsadeghi, Jinling Li, Greg Mori, Mohamed H. Zaki, Tarek Sayed:
Multiple Instance Learning by Discriminative Training of Markov Networks. CoRR abs/1309.6833 (2013) - 2012
- [j2]Amir Hossein Nikoofard, Hossein Hajimirsadeghi, Ashkan Rahimi-Kian, Caro Lucas:
Multiobjective invasive weed optimization: Application to analysis of Pareto improvement models in electricity markets. Appl. Soft Comput. 12(1): 100-112 (2012) - [j1]Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Hadi Moradi:
Conceptual Imitation Learning in a Human-Robot Interaction Paradigm. ACM Trans. Intell. Syst. Technol. 3(2): 28:1-28:25 (2012) - [c7]Hossein Hajimirsadeghi, Greg Mori:
Multiple instance real boosting with aggregation functions. ICPR 2012: 2706-2710 - [c6]A. G. Amitha Perera, Sangmin Oh, Megha Pandey, Tianyang Ma, Anthony Hoogs, Arash Vahdat, Kevin J. Cannons, Hossein Hajimirsadeghi, Greg Mori, Scott McCloskey, Ben Miller, Sharath Venkatesha, Pedro Davalos, Pradipto Das, Chenliang Xu, Jason J. Corso, Rohini K. Srihari, Ilseo Kim, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Kevin Tang, Li Fei-Fei, Daphne Koller:
TRECVID 2012 GENIE: Multimedia Event Detection and Recounting. TRECVID 2012 - 2011
- [c5]Hossein Hajimirsadeghi:
Conceptual imitation learning based on functional effects of action. EUROCON 2011: 1-6 - 2010
- [c4]Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mostafa Ajallooeian, Babak Nadjar Araabi, Hadi Moradi:
Conceptual Imitation Learning: An Application to Human-robot Interaction. ACML 2010: 331-346
2000 – 2009
- 2009
- [c3]Mohsen Ramezani Ghalenoei, Hossein Hajimirsadeghi, Caro Lucas:
Discrete invasive weed optimization algorithm: application to cooperative multiple task assignment of UAVs. CDC 2009: 1665-1670 - [c2]Hossein Hajimirsadeghi, Ahmed Ghazanfari, Ashkan Rahimi-Kian, Caro Lucas:
Cooperative Coevolutionary Invasive Weed Optimization and its Application to Nash Equilibrium Search in Electricity Markets. NaBIC 2009: 1532-1535 - 2008
- [c1]Hossein Hajimirsadeghi, Mahdy Nabaee, Babak Nadjar Araabi:
Ant Colony Optimization with a Genetic Restart Approach toward Global Optimization. CSICC 2008: 9-16
Coauthor Index
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