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2020 – today
- 2024
[c44]Hai X. Pham, Isma Hadji, Xinnuo Xu, Ziedune Degutyte, Jay Rainey, Evangelos Kazakos, Afsaneh Fazly, Georgios Tzimiropoulos, Brais Martínez:
Graph Guided Question Answer Generation for Procedural Question-Answering. EACL (1) 2024: 2501-2525- [c43]Mehdi Noroozi, Isma Hadji, Brais Martínez, Adrian Bulat, Georgios Tzimiropoulos:
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation. ECCV (29) 2024: 145-161 - [c42]Yassine Ouali, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs. ECCV (76) 2024: 395-413 - [c41]Adrian Bulat, Yassine Ouali, Ricardo Guerrero, Brais Martínez, Georgios Tzimiropoulos:
Efficient Vision-Language pre-training via domain-specific learning for human activities. EMNLP 2024: 7978-8000 - [c40]Fuwen Tan, Royson Lee, Lukasz Dudziak, Shell Xu Hu, Sourav Bhattacharya, Timothy M. Hospedales, Georgios Tzimiropoulos, Brais Martínez:
MobileQuant: Mobile-friendly Quantization for On-device Language Models. EMNLP (Findings) 2024: 9761-9771 - [i33]Hai X. Pham, Isma Hadji, Xinnuo Xu, Ziedune Degutyte, Jay Rainey, Evangelos Kazakos, Afsaneh Fazly, Georgios Tzimiropoulos, Brais Martínez:
Graph Guided Question Answer Generation for Procedural Question-Answering. CoRR abs/2401.13594 (2024) - [i32]Mehdi Noroozi, Isma Hadji, Brais Martínez, Adrian Bulat, Georgios Tzimiropoulos:
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation. CoRR abs/2401.17258 (2024) - [i31]Yassine Ouali, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs. CoRR abs/2408.10433 (2024) - [i30]Fuwen Tan, Royson Lee, Lukasz Dudziak, Shell Xu Hu, Sourav Bhattacharya, Timothy M. Hospedales, Georgios Tzimiropoulos, Brais Martínez:
MobileQuant: Mobile-friendly Quantization for On-device Language Models. CoRR abs/2408.13933 (2024) - 2023
- [c39]Adrian Bulat, Ricardo Guerrero, Brais Martínez, Georgios Tzimiropoulos:
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training. ICCV 2023: 11759-11768 - [c38]Adrian Bulat, Enrique Sanchez, Brais Martínez, Georgios Tzimiropoulos:
ReGen: A good Generative zero-shot video classifier should be Rewarded. ICCV 2023: 13477-13487 - [c37]Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez:
Bayesian Prompt Learning for Image-Language Model Generalization. ICCV 2023: 15191-15200 - [c36]Yassine Ouali, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
Black Box Few-Shot Adaptation for Vision-Language models. ICCV 2023: 15488-15500 - [c35]Fuwen Tan, Fatemeh Sadat Saleh, Brais Martínez:
Effective Self-supervised Pre-training on Low-compute Networks without Distillation. ICLR 2023 - [i29]Yassine Ouali, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
Black Box Few-Shot Adaptation for Vision-Language models. CoRR abs/2304.01752 (2023) - [i28]Ioannis Maniadis Metaxas
, Adrian Bulat, Ioannis Patras, Brais Martínez, Georgios Tzimiropoulos:
SimDETR: Simplifying self-supervised pretraining for DETR. CoRR abs/2307.15697 (2023) - 2022
- [c34]Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martínez:
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers. ECCV (11) 2022: 294-311 - [c33]Nikita Dvornik, Isma Hadji, Hai X. Pham, Dhaivat Bhatt, Brais Martínez, Afsaneh Fazly, Allan D. Jepson:
Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization. ECCV (35) 2022: 319-335 - [c32]Victor Escorcia, Ricardo Guerrero, Xiatian Zhu, Brais Martínez:
SOS! Self-supervised Learning over Sets of Handled Objects in Egocentric Action Recognition. ECCV (13) 2022: 604-620 - [i27]Victor Escorcia, Ricardo Guerrero, Xiatian Zhu, Brais Martínez:
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition. CoRR abs/2204.04796 (2022) - [i26]Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martínez:
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers. CoRR abs/2205.03436 (2022) - [i25]Jing Yang, Xiatian Zhu, Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
Knowledge Distillation Meets Open-Set Semi-Supervised Learning. CoRR abs/2205.06701 (2022) - [i24]Fatemeh Sadat Saleh, Fuwen Tan, Adrian Bulat, Georgios Tzimiropoulos, Brais Martínez:
iBoot: Image-bootstrapped Self-Supervised Video Representation Learning. CoRR abs/2206.08339 (2022) - [i23]Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
Efficient Attention-free Video Shift Transformers. CoRR abs/2208.11108 (2022) - [i22]Adrian Bulat, Enrique Sanchez, Brais Martínez, Georgios Tzimiropoulos:
REST: REtrieve & Self-Train for generative action recognition. CoRR abs/2209.15000 (2022) - [i21]Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez:
Variational prompt tuning improves generalization of vision-language models. CoRR abs/2210.02390 (2022) - [i20]Fuwen Tan, Fatemeh Sadat Saleh, Brais Martínez:
Effective Self-supervised Pre-training on Low-compute networks without Distillation. CoRR abs/2210.02808 (2022) - [i19]Adrian Bulat, Ricardo Guerrero, Brais Martínez, Georgios Tzimiropoulos:
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training. CoRR abs/2210.04845 (2022) - [i18]Nikita Dvornik, Isma Hadji, Hai X. Pham, Dhaivat Bhatt, Brais Martínez, Afsaneh Fazly, Allan D. Jepson:
Graph2Vid: Flow graph to Video Grounding for Weakly-supervised Multi-Step Localization. CoRR abs/2210.04996 (2022) - 2021
- [c31]Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang:
Knowing What, Where and When to Look: Video Action modelling with Attention. BMVC 2021: 245 - [c30]Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang:
Few-shot Action Recognition with Prototype-centered Attentive Learning. BMVC 2021: 249 - [c29]Pingchuan Ma, Brais Martínez, Stavros Petridis, Maja Pantic:
Towards Practical Lipreading with Distilled and Efficient Models. ICASSP 2021: 7608-7612 - [c28]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang:
Boundary-sensitive Pre-training for Temporal Localization in Videos. ICCV 2021: 7200-7210 - [c27]Jing Yang, Brais Martínez, Adrian Bulat, Georgios Tzimiropoulos:
Knowledge distillation via softmax regression representation learning. ICLR 2021 - [c26]Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
High-Capacity Expert Binary Networks. ICLR 2021 - [c25]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez:
Low-Fidelity Video Encoder Optimization for Temporal Action Localization. NeurIPS 2021: 9923-9935 - [c24]Adrian Bulat, Juan-Manuel Pérez-Rúa, Swathikiran Sudhakaran, Brais Martínez, Georgios Tzimiropoulos:
Space-time Mixing Attention for Video Transformer. NeurIPS 2021: 19594-19607 - [i17]Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang:
Few-shot Action Recognition with Prototype-centered Attentive Learning. CoRR abs/2101.08085 (2021) - [i16]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez:
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization. CoRR abs/2103.15233 (2021) - [i15]Adrian Bulat, Juan-Manuel Pérez-Rúa, Swathikiran Sudhakaran, Brais Martínez, Georgios Tzimiropoulos:
Space-time Mixing Attention for Video Transformer. CoRR abs/2106.05968 (2021) - [i14]Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Pérez-Rúa, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martínez, Georgios Tzimiropoulos:
SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021. CoRR abs/2110.02902 (2021) - 2020
- [c23]Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
BATS: Binary ArchitecTure Search. ECCV (23) 2020: 309-325 - [c22]Brais Martínez, Pingchuan Ma, Stavros Petridis, Maja Pantic:
Lipreading Using Temporal Convolutional Networks. ICASSP 2020: 6319-6323 - [c21]Brais Martínez, Jing Yang, Adrian Bulat, Georgios Tzimiropoulos:
Training binary neural networks with real-to-binary convolutions. ICLR 2020 - [i13]Brais Martínez, Pingchuan Ma, Stavros Petridis, Maja Pantic:
Lipreading using Temporal Convolutional Networks. CoRR abs/2001.08702 (2020) - [i12]Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
BATS: Binary ArchitecTure Search. CoRR abs/2003.01711 (2020) - [i11]Jing Yang, Brais Martínez, Adrian Bulat, Georgios Tzimiropoulos:
Knowledge distillation via adaptive instance normalization. CoRR abs/2003.04289 (2020) - [i10]Brais Martínez, Jing Yang, Adrian Bulat, Georgios Tzimiropoulos:
Training Binary Neural Networks with Real-to-Binary Convolutions. CoRR abs/2003.11535 (2020) - [i9]Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang:
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention. CoRR abs/2004.01278 (2020) - [i8]Juan-Manuel Pérez-Rúa, Antoine Toisoul, Brais Martínez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang:
Egocentric Action Recognition by Video Attention and Temporal Context. CoRR abs/2007.01883 (2020) - [i7]Pingchuan Ma, Brais Martínez, Stavros Petridis, Maja Pantic:
Towards practical lipreading with distilled and efficient models. CoRR abs/2007.06504 (2020) - [i6]Adrian Bulat, Brais Martínez, Georgios Tzimiropoulos:
High-Capacity Expert Binary Networks. CoRR abs/2010.03558 (2020) - [i5]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang:
Boundary-sensitive Pre-training for Temporal Localization in Videos. CoRR abs/2011.10830 (2020)
2010 – 2019
- 2019
- [j12]Brais Martínez, Michel F. Valstar, Bihan Jiang, Maja Pantic:
Automatic Analysis of Facial Actions: A Survey. IEEE Trans. Affect. Comput. 10(3): 325-347 (2019) - [c20]Brais Martínez, Davide Modolo, Yuanjun Xiong, Joseph Tighe:
Action Recognition With Spatial-Temporal Discriminative Filter Banks. ICCV 2019: 5481-5490 - [i4]Brais Martínez, Davide Modolo, Yuanjun Xiong, Joseph Tighe:
Action recognition with spatial-temporal discriminative filter banks. CoRR abs/1908.07625 (2019) - 2018
- [j11]Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martínez, Fernando De la Torre, Michel F. Valstar:
A Functional Regression Approach to Facial Landmark Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 40(9): 2037-2050 (2018) - 2017
- [c19]Joy Egede, Michel F. Valstar, Brais Martínez:
Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation. FG 2017: 689-696 - [i3]Joy Egede, Michel F. Valstar, Brais Martínez:
Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation. CoRR abs/1701.04540 (2017) - 2016
- [j10]Brais Martínez, Michel F. Valstar:
L2, 1-based regression and prediction accumulation across views for robust facial landmark detection. Image Vis. Comput. 47: 36-44 (2016) - [j9]Enrique Sánchez-Lozano, Brais Martínez, Michel F. Valstar:
Cascaded regression with sparsified feature covariance matrix for facial landmark detection. Pattern Recognit. Lett. 73: 19-25 (2016) - [j8]Min S. H. Aung, Sebastian Kaltwang, Bernardino Romera-Paredes, Brais Martínez, Aneesha Singh, Matteo Cella, Michel F. Valstar, Hongying Meng, Andrew Kemp, Moshen Shafizadeh, Aaron C. Elkins, Natalie Kanakam, Amschel de Rothschild, Nick Tyler, Paul J. Watson, Amanda C. de C. Williams, Maja Pantic, Nadia Bianchi-Berthouze:
The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset. IEEE Trans. Affect. Comput. 7(4): 435-451 (2016) - [c18]Sergio Escalera, Mercedes Torres, Brais Martínez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian A. Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel F. Valstar:
ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. CVPR Workshops 2016: 706-713 - [c17]Enrique Sánchez-Lozano, Brais Martínez, Georgios Tzimiropoulos, Michel F. Valstar:
Cascaded Continuous Regression for Real-Time Incremental Face Tracking. ECCV (8) 2016: 645-661 - [c16]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823 - [i2]Enrique Sánchez-Lozano, Brais Martínez, Georgios Tzimiropoulos, Michel F. Valstar:
Cascaded Continuous Regression for Real-time Incremental Face Tracking. CoRR abs/1608.01137 (2016) - [i1]Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martínez, Fernando De la Torre, Michel F. Valstar:
A Functional Regression approach to Facial Landmark Tracking. CoRR abs/1612.02203 (2016) - 2015
- [j7]Brais Martínez, Maja Pantic:
Facial landmarking for in-the-wild images with local inference based on global appearance. Image Vis. Comput. 36: 40-50 (2015) - [j6]Javier Orozco, Brais Martínez, Maja Pantic:
Empirical analysis of cascade deformable models for multi-view face detection. Image Vis. Comput. 42: 47-61 (2015) - [c15]Shashank Jaiswal, Brais Martínez, Michel François Valstar:
Learning to combine local models for facial Action Unit detection. FG 2015: 1-6 - [c14]Timur R. Almaev, Brais Martínez, Michel F. Valstar:
Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection. ICCV 2015: 3774-3782 - [c13]Xiaomeng Wang, Michel F. Valstar, Brais Martínez, Muhammad Haris Khan, Tony P. Pridmore:
TRIC-track: Tracking by Regression with Incrementally Learned Cascades. ICCV 2015: 4337-4345 - 2014
- [j5]Bihan Jiang, Michel F. Valstar, Brais Martínez, Maja Pantic:
A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modeling. IEEE Trans. Cybern. 44(2): 161-174 (2014) - [c12]Bihan Jiang, Brais Martínez, Maja Pantic:
Parametric temporal alignment for the detection of facial action temporal segments. BMVC 2014 - [c11]Bihan Jiang, Brais Martínez, Michel François Valstar, Maja Pantic:
Decision Level Fusion of Domain Specific Regions for Facial Action Recognition. ICPR 2014: 1776-1781 - 2013
- [j4]Stavros Petridis, Brais Martínez, Maja Pantic:
The MAHNOB Laughter database. Image Vis. Comput. 31(2): 186-202 (2013) - [j3]Brais Martínez, Michel François Valstar, Xavier Binefa, Maja Pantic:
Local Evidence Aggregation for Regression-Based Facial Point Detection. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1149-1163 (2013) - 2011
- [j2]Marc Vivet, Brais Martínez, Xavier Binefa:
DLIG: Direct Local Indirect Global Alignment for Video Mosaicing. IEEE Trans. Circuits Syst. Video Technol. 21(12): 1869-1878 (2011) - 2010
- [c10]Brais Martínez, Marc Vivet, Xavier Binefa:
Compatible Particles for Part-Based Tracking. AMDO 2010: 1-10 - [c9]Brais Martínez, Xavier Binefa, Maja Pantic:
Facial component detection in thermal imagery. CVPR Workshops 2010: 48-54 - [c8]Michel François Valstar, Brais Martínez, Xavier Binefa, Maja Pantic:
Facial point detection using boosted regression and graph models. CVPR 2010: 2729-2736
2000 – 2009
- 2009
- [c7]Marc Vivet, Brais Martínez, Xavier Binefa:
Real-Time Motion Detection for a Mobile Observer Using Multiple Kernel Tracking and Belief Propagation. IbPRIA 2009: 144-151 - [c6]Marc Vivet, Brais Martínez, Xavier Binefa:
Multiple Cue Data Fusion using Markov Random Fields for Motion Detection. VISAPP (2) 2009: 529-534 - 2008
- [j1]Brais Martínez, Xavier Binefa:
Piecewise affine kernel tracking for non-planar targets. Pattern Recognit. 41(12): 3682-3691 (2008) - 2007
- [c5]Adria Perez-Rovira, Brais Martínez, Xavier Binefa:
Ground Plane Estimation Based on Virtual Camera Rotation. CCIA 2007: 181-188 - [c4]Brais Martínez, Adria Pérez, Luis Ferraz, Xavier Binefa:
Structure Restriction for Tracking Through Multiple Views and Occlusions. IbPRIA (1) 2007: 121-128 - [c3]Luis Ferraz, Ramon Lluis Felip, Brais Martínez, Xavier Binefa:
A Density-Based Data Reduction Algorithm for Robust Estimators. IbPRIA (2) 2007: 355-362 - 2006
- [c2]Brais Martínez, Luis Ferraz, Xavier Binefa:
Two-Step Tracking by Parts Using Multiple Kernels. CCIA 2006: 157-166 - [c1]Brais Martínez, Luis Ferraz, Xavier Binefa, Jose Díaz-Caro:
Multiple Kernel Two-Step Tracking. ICIP 2006: 2785-2788
Coauthor Index
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