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2020 – today
- 2023
[j36]Adel Bibi, Ali Alqahtani
, Bernard Ghanem:
Constrained Clustering: General Pairwise and Cardinality Constraints. IEEE Access 11: 5824-5836 (2023)- [j35]Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem:
On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5027-5037 (2023) - [j34]Guohao Li, Matthias Müller, Guocheng Qian, Itzel C. Delgadillo, Abdulellah Abualshour, Ali K. Thabet, Bernard Ghanem:
DeepGCNs: Making GCNs Go as Deep as CNNs. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6923-6939 (2023) - [j33]Weijiang Yu, Haofan Wang, Guohao Li, Nong Xiao, Bernard Ghanem:
Knowledge-Aware Global Reasoning for Situation Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8621-8633 (2023) - [c160]Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Combating Mode Collapse via Offline Manifold Entropy Estimation. AAAI 2023: 8834-8842 - [c159]Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Towards Characterizing the Semantic Robustness of Face Recognition. CVPR Workshops 2023: 315-325 - [c158]Hasan Abed Al Kader Hammoud, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs. CVPR Workshops 2023: 2338-2345 - [c157]Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck:
Online Distillation with Continual Learning for Cyclic Domain Shifts. CVPR Workshops 2023: 2437-2446 - [c156]Lama Alssum, Juan León Alcázar, Merey Ramazanova, Chen Zhao, Bernard Ghanem:
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning. CVPR Workshops 2023: 2474-2483 - [c155]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CVPR 2023: 2593-2603 - [c154]Ameya Prabhu, Hasan Abed Al Kader Hammoud, Puneet K. Dokania, Philip H. S. Torr, Ser-Nam Lim, Bernard Ghanem, Adel Bibi:
Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023: 3698-3707 - [c153]Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem:
ETAD: Training Action Detection End to End on a Laptop. CVPR Workshops 2023: 4525-4534 - [c152]Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem:
OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos. CVPR Workshops 2023: 4880-4890 - [c151]Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. CVPR Workshops 2023: 5074-5085 - [c150]Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, Marc Van Droogenbroeck:
VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views. CVPR Workshops 2023: 5086-5097 - [c149]Silvio Giancola, Anthony Cioppa, Julia Georgieva, Johsan Billingham, Andreas Serner, Kerry Peek, Bernard Ghanem, Marc Van Droogenbroeck:
Towards Active Learning for Action Spotting in Association Football Videos. CVPR Workshops 2023: 5098-5108 - [c148]Chen Zhao, Shuming Liu, Karttikeya Mangalam, Bernard Ghanem:
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization. CVPR 2023: 10637-10647 - [c147]Haoqian Wu, Keyu Chen, Haozhe Liu, Mingchen Zhuge, Bing Li, Ruizhi Qiao, Xiujun Shu, Bei Gan, Liangsheng Xu, Bo Ren, Mengmeng Xu, Wentian Zhang, Raghavendra Ramachandra, Chia-Wen Lin, Bernard Ghanem:
NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation. CVPR 2023: 10669-10680 - [c146]Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem:
Real-Time Evaluation in Online Continual Learning: A New Hope. CVPR 2023: 11888-11897 - [c145]Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
AdaptiveMix: Improving GAN Training via Feature Space Shrinkage. CVPR 2023: 16219-16229 - [c144]Chong Mou, Youmin Xu, Jiechong Song, Chen Zhao, Bernard Ghanem, Jian Zhang:
Large-Capacity and Flexible Video Steganography via Invertible Neural Network. CVPR 2023: 22606-22615 - [c143]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem:
PIVOT: Prompting for Video Continual Learning. CVPR 2023: 24214-24223 - [c142]Abdullah Hamdi, Silvio Giancola, Bernard Ghanem:
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding. ICLR 2023 - [c141]Junting Chen, Guohao Li, Suryansh Kumar, Bernard Ghanem, Fisher Yu:
How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers. Robotics: Science and Systems 2023 - [i168]Hasan Abed Al Kader Hammoud, Shuming Liu, Mohammad Alkhrashi, Fahad Albalawi, Bernard Ghanem:
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition. CoRR abs/2301.00986 (2023) - [i167]Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem:
Real-Time Evaluation in Online Continual Learning: A New Paradigm. CoRR abs/2302.01047 (2023) - [i166]Wayner Barrios, Mattia Soldan, Fabian Caba Heilbron, Alberto Mario Ceballos-Arroyo, Bernard Ghanem:
Localizing Moments in Long Video Via Multimodal Guidance. CoRR abs/2302.13372 (2023) - [i165]Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Improving GAN Training via Feature Space Shrinkage. CoRR abs/2303.01559 (2023) - [i164]Sara Rojas, Jesus Zarzar, Juan Camilo Pérez, Artsiom Sanakoyeu, Ali K. Thabet, Albert Pumarola, Bernard Ghanem:
Re-ReND: Real-time Rendering of NeRFs across Devices. CoRR abs/2303.08717 (2023) - [i163]Jiwen Yu, Yinhuai Wang, Chen Zhao, Bernard Ghanem, Jian Zhang:
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model. CoRR abs/2303.09833 (2023) - [i162]Qiankun Gao, Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang:
A Unified Continual Learning Framework with General Parameter-Efficient Tuning. CoRR abs/2303.10070 (2023) - [i161]Ameya Prabhu, Hasan Abed Al Kader Hammoud, Puneet K. Dokania, Philip H. S. Torr, Ser-Nam Lim, Bernard Ghanem, Adel Bibi:
Computationally Budgeted Continual Learning: What Does Matter? CoRR abs/2303.11165 (2023) - [i160]Hasan Abed Al Kader Hammoud, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs. CoRR abs/2303.13211 (2023) - [i159]Guohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, Dmitrii Khizbullin, Bernard Ghanem:
CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society. CoRR abs/2303.17760 (2023) - [i158]Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck:
Online Distillation with Continual Learning for Cyclic Domain Shifts. CoRR abs/2304.01239 (2023) - [i157]Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Pérez-Rúa, Bernard Ghanem:
Boundary-Denoising for Video Activity Localization. CoRR abs/2304.02934 (2023) - [i156]Jia-Hong Huang, Modar Alfadly, Bernard Ghanem, Marcel Worring:
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions. CoRR abs/2304.03147 (2023) - [i155]Silvio Giancola, Anthony Cioppa, Julia Georgieva, Johsan Billingham, Andreas Serner, Kerry Peek, Bernard Ghanem, Marc Van Droogenbroeck:
Towards Active Learning for Action Spotting in Association Football Videos. CoRR abs/2304.04220 (2023) - [i154]Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. CoRR abs/2304.04565 (2023) - [i153]Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, Marc Van Droogenbroeck:
VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views. CoRR abs/2304.04617 (2023) - [i152]Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Alhuwaider, Merey Ramazanova, Juan C. Pérez, Zhipeng Cai, Matthias Müller, Bernard Ghanem:
Revisiting Test Time Adaptation under Online Evaluation. CoRR abs/2304.04795 (2023) - [i151]Chong Mou, Youmin Xu, Jiechong Song, Chen Zhao, Bernard Ghanem, Jian Zhang:
Large-capacity and Flexible Video Steganography via Invertible Neural Network. CoRR abs/2304.12300 (2023) - [i150]Hasan Abed Al Kader Hammoud, Ameya Prabhu, Ser-Nam Lim, Philip H. S. Torr, Adel Bibi, Bernard Ghanem:
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? CoRR abs/2305.09275 (2023) - [i149]Junting Chen, Guohao Li, Suryansh Kumar, Bernard Ghanem, Fisher Yu:
How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers. CoRR abs/2305.16925 (2023) - [i148]Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piekos, Aditya Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanic, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber:
Mindstorms in Natural Language-Based Societies of Mind. CoRR abs/2305.17066 (2023) - [i147]Lama Alssum, Juan Leon Alcazar, Merey Ramazanova, Chen Zhao, Bernard Ghanem:
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning. CoRR abs/2305.18418 (2023) - [i146]Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Mohamed Elhoseiny, Sean Chang Culatana:
Exploring Open-Vocabulary Semantic Segmentation without Human Labels. CoRR abs/2306.00450 (2023) - [i145]Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem:
Dynamically Masked Discriminator for Generative Adversarial Networks. CoRR abs/2306.07716 (2023) - [i144]Juan C. Pérez, Sara Rojas, Jesus Zarzar, Bernard Ghanem:
Enhancing Neural Rendering Methods with Image Augmentations. CoRR abs/2306.08904 (2023) - [i143]Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. CoRR abs/2306.15880 (2023) - [i142]Guocheng Qian, Jinjie Mai, Abdullah Hamdi, Jian Ren, Aliaksandr Siarohin, Bing Li, Hsin-Ying Lee, Ivan Skorokhodov, Peter Wonka, Sergey Tulyakov, Bernard Ghanem:
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors. CoRR abs/2306.17843 (2023) - [i141]Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem:
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR abs/2308.01746 (2023) - [i140]Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao:
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR abs/2308.05721 (2023) - [i139]Haozhe Liu, Mingchen Zhuge, Bing Li, Yuhui Wang, Francesco Faccio, Bernard Ghanem, Jürgen Schmidhuber:
Learning to Identify Critical States for Reinforcement Learning from Videos. CoRR abs/2308.07795 (2023) - [i138]Yuxuan Du, Yibo Yang, Tongliang Liu, Zhouchen Lin, Bernard Ghanem, Dacheng Tao:
ShadowNet for Data-Centric Quantum System Learning. CoRR abs/2308.11290 (2023) - [i137]Juan Leon Alcazar, Yazeed Alnumay, Cheng Zheng, Hassane Trigui, Sahejad Patel, Bernard Ghanem:
Learning to Read Analog Gauges from Synthetic Data. CoRR abs/2308.14583 (2023) - [i136]Santiago Rivier, Carlos Hinojosa, Silvio Giancola, Bernard Ghanem:
Learning Semantic Segmentation with Query Points Supervision on Aerial Images. CoRR abs/2309.05490 (2023) - [i135]Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdullah Kamal, Adrien Maglo, Albert Clapés, Amr Abdelaziz, Artur Xarles, Astrid Orcesi, Atom Scott, Bin Liu, Byoungkwon Lim, Chen Chen, Fabian Deuser, Feng Yan, Fufu Yu, Gal Shitrit, Guanshuo Wang, Gyusik Choi, Hankyul Kim, Hao Guo, Hasby Fahrudin, Hidenari Koguchi, Håkan Ardö, Ibrahim Salah, Ido Yerushalmy, Iftikar Muhammad, Ikuma Uchida, Ishay Be'ery, Jaonary Rabarisoa, Jeongae Lee, Jiajun Fu, Jianqin Yin, Jinghang Xu, Jongho Nang, Julien Denize, Junjie Li, Junpei Zhang, Juntae Kim, Kamil Synowiec, et al.:
SoccerNet 2023 Challenges Results. CoRR abs/2309.06006 (2023) - 2022
- [j32]Jialin Gao, Xin Sun, Bernard Ghanem, Xi Zhou, Shiming Ge:
Efficient Video Grounding With Which-Where Reading Comprehension. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6900-6913 (2022) - [j31]Francisco Eiras, Motasem Alfarra, Philip H. S. Torr, M. Pawan Kumar, Puneet K. Dokania, Bernard Ghanem, Adel Bibi:
ANCER: Anisotropic Certification via Sample-wise Volume Maximization. Trans. Mach. Learn. Res. 2022 (2022) - [j30]Bing Li, Yuanlue Zhu, Yitong Wang, Chia-Wen Lin, Bernard Ghanem, Linlin Shen:
AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation. IEEE Trans. Multim. 24: 4077-4091 (2022) - [c140]Guohao Li, Mengmeng Xu, Silvio Giancola, Ali K. Thabet, Bernard Ghanem:
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks. 3DV 2022: 1-11 - [c139]Bing Li, Cheng Zheng, Silvio Giancola, Bernard Ghanem:
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation. AAAI 2022: 1254-1262 - [c138]Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Combating Adversaries with Anti-adversaries. AAAI 2022: 5992-6000 - [c137]Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem:
DeformRS: Certifying Input Deformations with Randomized Smoothing. AAAI 2022: 6001-6009 - [c136]Hasan Abed Al Kader Hammoud, Bernard Ghanem:
Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain. BMVC 2022: 259 - [c135]Kezhi Kong, Guohao Li, Mucong Ding, Zuxuan Wu, Chen Zhu, Bernard Ghanem, Gavin Taylor, Tom Goldstein:
Robust Optimization as Data Augmentation for Large-scale Graphs. CVPR 2022: 60-69 - [c134]Guocheng Qian, Xuanyang Zhang, Guohao Li, Chen Zhao, Yukang Chen, Xiangyu Zhang, Bernard Ghanem, Jian Sun:
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search. CVPR Workshops 2022: 2781-2786 - [c133]Anthony Cioppa, Silvio Giancola, Adrien Deliège, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. CVPR Workshops 2022: 3490-3501 - [c132]Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem:
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CVPR 2022: 5016-5025 - [c131]Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi:
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders. CVPR 2022: 12682-12692 - [c130]Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem:
3DeformRS: Certifying Spatial Deformations on Point Clouds. CVPR 2022: 15148-15158 - [c129]Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR 2022: 18973-18990 - [c128]Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem:
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CVPR 2022: 19013-19022 - [c127]Anirudh Thatipelli, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem:
Spatio-temporal Relation Modeling for Few-shot Action Recognition. CVPR 2022: 19926-19935 - [c126]Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem:
On the Robustness of Quality Measures for GANs. ECCV (17) 2022: 18-33 - [c125]Juan León Alcázar, Moritz Cordes, Chen Zhao, Bernard Ghanem:
End-to-End Active Speaker Detection. ECCV (37) 2022: 126-143 - [c124]Qiankun Gao, Chen Zhao, Bernard Ghanem, Jian Zhang:
R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning. ECCV (23) 2022: 423-439 - [c123]Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng:
Decoupled Mixup for Out-of-Distribution Visual Recognition. ECCV Workshops (6) 2022: 451-464 - [c122]Chen Zhao, Merey Ramazanova, Mengmeng Xu, Bernard Ghanem:
SegTAD: Precise Temporal Action Detection via Semantic Segmentation. ECCV Workshops (4) 2022: 576-593 - [c121]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. ECCV (7) 2022: 668-685 - [c120]Guocheng Qian, Yuanhao Wang, Jinjin Gu, Chao Dong, Wolfgang Heidrich, Bernard Ghanem, Jimmy S. Ren:
Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline. ICCP 2022: 1-12 - [c119]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. MMSports@MM 2022: 75-86 - [c118]Kevin Qinghong Lin, Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. NeurIPS 2022 - [c117]Guocheng Qian, Yuchen Li, Houwen Peng, Jinjie Mai, Hasan Hammoud, Mohamed Elhoseiny, Bernard Ghanem:
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies. NeurIPS 2022 - [c116]Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Data dependent randomized smoothing. UAI 2022: 64-74 - [i134]Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CoRR abs/2201.09381 (2022) - [i133]Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem:
On the Robustness of Quality Measures for GANs. CoRR abs/2201.13019 (2022) - [i132]Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem:
OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context. CoRR abs/2202.04947 (2022) - [i131]Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. CoRR abs/2202.04978 (2022) - [i130]Chen Zhao, Merey Ramazanova, Mengmeng Xu, Bernard Ghanem:
SegTAD: Precise Temporal Action Detection via Semantic Segmentation. CoRR abs/2203.01542 (2022) - [i129]Bing Li, Cheng Zheng, Guohao Li, Bernard Ghanem:
Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels. CoRR abs/2203.12655 (2022) - [i128]Qiankun Gao, Chen Zhao, Bernard Ghanem, Jian Zhang:
R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning. CoRR abs/2203.13104 (2022) - [i127]Juan Leon Alcazar, Moritz Cordes, Chen Zhao, Bernard Ghanem:
End-to-End Active Speaker Detection. CoRR abs/2203.14250 (2022) - [i126]Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi:
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders. CoRR abs/2204.02084 (2022) - [i125]Guocheng Qian, Xuanyang Zhang, Guohao Li, Chen Zhao, Yukang Chen, Xiangyu Zhang, Bernard Ghanem, Jian Sun:
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search. CoRR abs/2204.04918 (2022) - [i124]Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem:
3DeformRS: Certifying Spatial Deformations on Point Clouds. CoRR abs/2204.05687 (2022) - [i123]Anthony Cioppa, Silvio Giancola, Adrien Deliège, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. CoRR abs/2204.06918 (2022) - [i122]Mengmeng Xu, Erhan Gundogdu, Maksim Lapin, Bernard Ghanem, Michael Donoser, Loris Bazzani:
Contrastive Language-Action Pre-training for Temporal Localization. CoRR abs/2204.12293 (2022) - [i121]Zhen Dong, Kaicheng Zhou, Guohao Li, Qiang Zhou, Mingfei Guo, Bernard Ghanem, Kurt Keutzer, Shanghang Zhang:
UnrealNAS: Can We Search Neural Architectures with Unreal Data? CoRR abs/2205.02162 (2022) - [i120]Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem:
ETAD: A Unified Framework for Efficient Temporal Action Detection. CoRR abs/2205.07134 (2022) - [i119]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. CoRR abs/2206.01670 (2022) - [i118]Motasem Alfarra, Juan C. Pérez, Egor Shulgin, Peter Richtárik, Bernard Ghanem:
Certified Robustness in Federated Learning. CoRR abs/2206.02535 (2022) - [i117]Guocheng Qian, Yuchen Li, Houwen Peng, Jinjie Mai, Hasan Abed Al Kader Hammoud, Mohamed Elhoseiny, Bernard Ghanem:
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies. CoRR abs/2206.04670 (2022) - [i116]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. CoRR abs/2207.01622 (2022) - [i115]Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Pérez-Rúa, Tao Xiang:
Negative Frames Matter in Egocentric Visual Query 2D Localization. CoRR abs/2208.01949 (2022) - [i114]Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Combating Mode Collapse in GANs via Manifold Entropy Estimation. CoRR abs/2208.12055 (2022) - [i113]Guocheng Qian, Xingdi Zhang, Abdullah Hamdi, Bernard Ghanem:
Pix4Point: Image Pretrained Transformers for 3D Point Cloud Understanding. CoRR abs/2208.12259 (2022) - [i112]Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem:
Generalizability of Adversarial Robustness Under Distribution Shifts. CoRR abs/2209.15042 (2022) - [i111]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés