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v1v2 (latest)

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

27 January 2020

Jonathan Munro

Dima Damen

EgoV

ArXiv (abs)PDF HTML

Papers citing "Multi-Modal Domain Adaptation for Fine-Grained Action Recognition"

50 / 109 papers shown

Title
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 167 11 0 02 Jan 2023
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries Jinjie Mai Abdullah Hamdi Silvio Giancola Chen Zhao Guohao Li EgoV 149 17 0 14 Dec 2022
Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 155 1 0 05 Dec 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 132 16 0 17 Nov 2022
Bringing Online Egocentric Action Recognition into the wild Gabriele Goletto M. Planamente Barbara Caputo Giuseppe Averta EgoV 91 4 0 06 Nov 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 174 2 0 28 Sep 2022
Learning State-Aware Visual Representations from Audible Interactions Himangi Mittal Pedro Morgado Unnat Jain Abhinav Gupta 134 25 0 27 Sep 2022
Multi-dataset Training of Transformers for Robust Action Recognition Junwei Liang Enwei Zhang Jun Zhang Chunhua Shen ViT 151 12 0 26 Sep 2022
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval Xiang Fang Daizong Liu Pan Zhou Yuchong Hu 259 48 0 23 Sep 2022
PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition M. Planamente Gabriele Goletto Gabriele Trivigno Giuseppe Averta Barbara Caputo 135 0 0 09 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 146 105 0 07 Sep 2022
Federated Transfer Learning with Multimodal Data Yulian Sun FedML 75 6 0 05 Sep 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov Alina Roitberg David Schneider Rainer Stiefelhagen 92 5 0 19 Aug 2022
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Pengfei Wei Lingdong Kong Xinghua Qu Yi Ren Zhiqiang Xu Jing Jiang Xiang Yin 118 22 0 15 Aug 2022
Unsupervised Domain Adaptation for Video Transformers in Action Recognition Victor G. Turrisi da Costa Giacomo Zara Paolo Rota Thiago Oliveira-Santos N. Sebe Vittorio Murino Elisa Ricci 101 14 0 26 Jul 2022
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset Haoning Zhu Wayne Wu Wentao Zhu Liming Jiang Siwei Tang Li Zhang Ziwei Liu Chen Change Loy 186 196 0 25 Jul 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 118 86 0 16 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 137 55 0 13 Jun 2022
Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021 Yi Cheng Fen Fang Ying Sun EgoV 75 5 0 03 Jun 2022
Model-agnostic Multi-Domain Learning with Domain-Specific Adapters for Action Recognition Kazuki Omi Jun Kimata Toru Tamaki 120 8 0 15 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 98 8 0 13 Apr 2022
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video Wei Lin Anna Kukleva Kunyang Sun Horst Possegger Hilde Kuehne Horst Bischof VGen 171 8 0 30 Mar 2022
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 102 44 0 27 Mar 2022
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions George Eskandar Robert A. Marsden Pavithran Pandiyan Mario Döbler Karim Guirguis B. Yang 104 7 0 07 Mar 2022
Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study Yuecong Xu Jianfei Yang Haozhi Cao Jianxiong Yin Zhenghua Chen Xiaoli Li Zhengguo Li Qiaoqiao Xu 104 3 0 19 Feb 2022
E $^2$ (GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari M. Planamente Gabriele Goletto Marco Cannici Emanuele Gusso Matteo Matteucci Barbara Caputo EgoV 124 60 0 07 Dec 2021
Overcoming the Domain Gap in Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua 144 3 0 02 Dec 2021
Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua SSL 82 0 0 29 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 169 314 0 11 Nov 2021
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition Evangelos Kazakos Jaesung Huh Arsha Nagrani Andrew Zisserman Dima Damen EgoV 152 47 0 01 Nov 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Yikang Shen Kate Saenko Abir Das 103 66 0 28 Oct 2021
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Jonathan Munro Michael Wray Diane Larlus G. Csurka Dima Damen 100 6 0 25 Oct 2021
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 151 41 0 19 Oct 2021
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos Nada Osman Guglielmo Camporese Pasquale Coscia Lamberto Ballan EgoV 147 21 0 02 Sep 2021
Learning Cross-modal Contrastive Features for Video Domain Adaptation Donghyun Kim Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu Stan Sclaroff Kate Saenko Manmohan Chandraker 100 78 0 26 Aug 2021
Channel-Temporal Attention for First-Person Video Domain Adaptation Xianyuan Liu Shuo Zhou Tao Lei Haiping Lu EgoV 59 0 0 17 Aug 2021
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization Fa-Ting Hong Jialuo Feng Dan Xu Ying Shan Weishi Zheng 135 92 0 27 Jul 2021
Learning to Adversarially Blur Visual Object Tracking Qing Guo Ziyi Cheng Felix Juefei Xu Lei Ma Xiaofei Xie Yang Liu Jianjun Zhao AAML 145 42 0 26 Jul 2021
Adaptive Recursive Circle Framework for Fine-grained Action Recognition Hanxi Lin Xinxiao Wu Jiebo Luo 83 2 0 25 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 103 40 0 23 Jul 2021
PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition Chiara Plizzari M. Planamente Emanuele Alberti Barbara Caputo 149 2 0 01 Jul 2021
Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition Xianyuan Liu Raivo Koot Shuo Zhou Tao Lei Haiping Lu ViT 44 0 0 22 Jun 2021
EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report Lijin Yang Yifei Huang Yusuke Sugano Yoichi Sato 103 5 0 18 Jun 2021
PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python Haiping Lu Xianyuan Liu Robert Turner Peizhen Bai Raivo Koot Shuo Zhou Mustafa Chasmai Lawrence Schobs 67 4 0 17 Jun 2021
Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 151 12 0 03 Jun 2021
Adaptive Intermediate Representations for Video Understanding Juhana Kangaspunta A. Piergiovanni Rico Jonschkowski Michael S. Ryoo A. Angelova 59 3 0 14 Apr 2021
Multiview Pseudo-Labeling for Semi-supervised Learning from Video Bo Xiong Haoqi Fan Kristen Grauman Christoph Feichtenhofer SSL 93 51 0 01 Apr 2021
Discriminative Semantic Transitive Consistency for Cross-Modal Learning Kranti K. Parida Gaurav Sharma 125 1 0 25 Mar 2021
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment Xueying Shi Yueming Jin Qi Dou J. Qin Pheng-Ann Heng 119 3 0 06 Mar 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 281 203 0 01 Mar 2021

v1v2 (latest)

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

27 January 2020

Jonathan Munro

Dima Damen

EgoV

ArXiv (abs)PDF HTML

Papers citing "Multi-Modal Domain Adaptation for Fine-Grained Action Recognition"

50 / 109 papers shown

Title
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 167 11 0 02 Jan 2023
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries Jinjie Mai Abdullah Hamdi Silvio Giancola Chen Zhao Guohao Li EgoV 149 17 0 14 Dec 2022
Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 155 1 0 05 Dec 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 132 16 0 17 Nov 2022
Bringing Online Egocentric Action Recognition into the wild Gabriele Goletto M. Planamente Barbara Caputo Giuseppe Averta EgoV 91 4 0 06 Nov 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 174 2 0 28 Sep 2022
Learning State-Aware Visual Representations from Audible Interactions Himangi Mittal Pedro Morgado Unnat Jain Abhinav Gupta 134 25 0 27 Sep 2022
Multi-dataset Training of Transformers for Robust Action Recognition Junwei Liang Enwei Zhang Jun Zhang Chunhua Shen ViT 151 12 0 26 Sep 2022
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval Xiang Fang Daizong Liu Pan Zhou Yuchong Hu 259 48 0 23 Sep 2022
PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition M. Planamente Gabriele Goletto Gabriele Trivigno Giuseppe Averta Barbara Caputo 135 0 0 09 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 146 105 0 07 Sep 2022
Federated Transfer Learning with Multimodal Data Yulian Sun FedML 75 6 0 05 Sep 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov Alina Roitberg David Schneider Rainer Stiefelhagen 92 5 0 19 Aug 2022
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Pengfei Wei Lingdong Kong Xinghua Qu Yi Ren Zhiqiang Xu Jing Jiang Xiang Yin 118 22 0 15 Aug 2022
Unsupervised Domain Adaptation for Video Transformers in Action Recognition Victor G. Turrisi da Costa Giacomo Zara Paolo Rota Thiago Oliveira-Santos N. Sebe Vittorio Murino Elisa Ricci 101 14 0 26 Jul 2022
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset Haoning Zhu Wayne Wu Wentao Zhu Liming Jiang Siwei Tang Li Zhang Ziwei Liu Chen Change Loy 186 196 0 25 Jul 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 118 86 0 16 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 137 55 0 13 Jun 2022
Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021 Yi Cheng Fen Fang Ying Sun EgoV 75 5 0 03 Jun 2022
Model-agnostic Multi-Domain Learning with Domain-Specific Adapters for Action Recognition Kazuki Omi Jun Kimata Toru Tamaki 120 8 0 15 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 98 8 0 13 Apr 2022
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video Wei Lin Anna Kukleva Kunyang Sun Horst Possegger Hilde Kuehne Horst Bischof VGen 171 8 0 30 Mar 2022
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 102 44 0 27 Mar 2022
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions George Eskandar Robert A. Marsden Pavithran Pandiyan Mario Döbler Karim Guirguis B. Yang 104 7 0 07 Mar 2022
Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study Yuecong Xu Jianfei Yang Haozhi Cao Jianxiong Yin Zhenghua Chen Xiaoli Li Zhengguo Li Qiaoqiao Xu 104 3 0 19 Feb 2022
E $^2$ (GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari M. Planamente Gabriele Goletto Marco Cannici Emanuele Gusso Matteo Matteucci Barbara Caputo EgoV 124 60 0 07 Dec 2021
Overcoming the Domain Gap in Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua 144 3 0 02 Dec 2021
Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua SSL 82 0 0 29 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 169 314 0 11 Nov 2021
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition Evangelos Kazakos Jaesung Huh Arsha Nagrani Andrew Zisserman Dima Damen EgoV 152 47 0 01 Nov 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Yikang Shen Kate Saenko Abir Das 103 66 0 28 Oct 2021
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Jonathan Munro Michael Wray Diane Larlus G. Csurka Dima Damen 100 6 0 25 Oct 2021
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 151 41 0 19 Oct 2021
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos Nada Osman Guglielmo Camporese Pasquale Coscia Lamberto Ballan EgoV 147 21 0 02 Sep 2021
Learning Cross-modal Contrastive Features for Video Domain Adaptation Donghyun Kim Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu Stan Sclaroff Kate Saenko Manmohan Chandraker 100 78 0 26 Aug 2021
Channel-Temporal Attention for First-Person Video Domain Adaptation Xianyuan Liu Shuo Zhou Tao Lei Haiping Lu EgoV 59 0 0 17 Aug 2021
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization Fa-Ting Hong Jialuo Feng Dan Xu Ying Shan Weishi Zheng 135 92 0 27 Jul 2021
Learning to Adversarially Blur Visual Object Tracking Qing Guo Ziyi Cheng Felix Juefei Xu Lei Ma Xiaofei Xie Yang Liu Jianjun Zhao AAML 145 42 0 26 Jul 2021
Adaptive Recursive Circle Framework for Fine-grained Action Recognition Hanxi Lin Xinxiao Wu Jiebo Luo 83 2 0 25 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 103 40 0 23 Jul 2021
PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition Chiara Plizzari M. Planamente Emanuele Alberti Barbara Caputo 149 2 0 01 Jul 2021
Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition Xianyuan Liu Raivo Koot Shuo Zhou Tao Lei Haiping Lu ViT 44 0 0 22 Jun 2021
EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report Lijin Yang Yifei Huang Yusuke Sugano Yoichi Sato 103 5 0 18 Jun 2021
PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python Haiping Lu Xianyuan Liu Robert Turner Peizhen Bai Raivo Koot Shuo Zhou Mustafa Chasmai Lawrence Schobs 67 4 0 17 Jun 2021
Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 151 12 0 03 Jun 2021
Adaptive Intermediate Representations for Video Understanding Juhana Kangaspunta A. Piergiovanni Rico Jonschkowski Michael S. Ryoo A. Angelova 59 3 0 14 Apr 2021
Multiview Pseudo-Labeling for Semi-supervised Learning from Video Bo Xiong Haoqi Fan Kristen Grauman Christoph Feichtenhofer SSL 93 51 0 01 Apr 2021
Discriminative Semantic Transitive Consistency for Cross-Modal Learning Kranti K. Parida Gaurav Sharma 125 1 0 25 Mar 2021
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment Xueying Shi Yueming Jin Qi Dou J. Qin Pheng-Ann Heng 119 3 0 06 Mar 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 281 203 0 01 Mar 2021