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Hand-Object Interaction Reasoning


Jan 13, 2022
Jian Ma, Dima Damen


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TVNet: Temporal Voting Network for Action Localization


Jan 02, 2022
Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett

* 9 pages, 7 figures, 11 tables 

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UnweaveNet: Unweaving Activity Stories


Dec 19, 2021
Will Price, Carl Vondrick, Dima Damen


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With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition


Nov 01, 2021
Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen

* Accepted at BMVC 2021 

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Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval


Oct 25, 2021
Jonathan Munro, Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen

* 15 pages 

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Ego4D: Around the World in 3,000 Hours of Egocentric Video


Oct 13, 2021
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, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, 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, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik


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On Semantic Similarity in Video Retrieval


Mar 18, 2021
Michael Wray, Hazel Doughty, Dima Damen

* Accepted in CVPR 2021. Project Page: https://mwray.github.io/SSVR/ 

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Slow-Fast Auditory Streams For Audio Recognition


Mar 05, 2021
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen

* Accepted for presentation at ICASSP 2021 

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Temporal-Relational CrossTransformers for Few-Shot Action Recognition


Jan 15, 2021
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen


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Play Fair: Frame Attributions in Video Models


Nov 24, 2020
Will Price, Dima Damen

* Code available at: https://github.com/willprice/play-fair/ and supporting website at: https://play-fair.willprice.dev/ 

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Supervision Levels Scale (SLS)


Aug 22, 2020
Dima Damen, Michael Wray


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Meta-Learning with Context-Agnostic Initialisations


Jul 29, 2020
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen


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Rescaling Egocentric Vision


Jun 23, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* Dataset available from: http://epic-kitchens.github.io/ 

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The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines


Apr 29, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* Preprint for paper at IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1804.02748 

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Multi-Modal Domain Adaptation for Fine-Grained Action Recognition


Jan 27, 2020
Jonathan Munro, Dima Damen


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Action Modifiers: Learning from Adverbs in Instructional Videos


Dec 16, 2019
Hazel Doughty, Ivan Laptev, Walterio Mayol-Cuevas, Dima Damen


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Weakly-Supervised Completion Moment Detection using Temporal Attention


Oct 22, 2019
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen


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Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring


Oct 03, 2019
Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi


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Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos


Sep 20, 2019
Will Price, Dima Damen

* ICCVW 2019, 8 pages, 7 figures, 6 tables. https://video-reversal.willprice.dev/ 

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EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition


Aug 22, 2019
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen

* Accepted for presentation at ICCV 2019 

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Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings


Aug 09, 2019
Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen

* Accepted for presentation at ICCV. Project Page: https://mwray.github.io/FGAR 

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An Evaluation of Action Recognition Models on EPIC-Kitchens


Aug 02, 2019
Will Price, Dima Damen

* 6 pages, 3 figures, 3 tables. Models released at https://github.com/epic-kitchens/action-models 

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Learning Visual Actions Using Multiple Verb-Only Labels


Aug 01, 2019
Michael Wray, Dima Damen

* Accepted at BMVC 2019. More information can be found at https://mwray.github.io/MVOL/. Annotations can be found at https://github.com/mwray/Multi-Verb-Labels 

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DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition


Apr 18, 2019
Toby Perrett, Dima Damen

* To appear in CVPR 2019 

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Action Recognition from Single Timestamp Supervision in Untrimmed Videos


Apr 09, 2019
Davide Moltisanti, Sanja Fidler, Dima Damen

* CVPR 2019 

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The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos


Dec 13, 2018
Hazel Doughty, Walterio Mayol-Cuevas, Dima Damen


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Scaling Egocentric Vision: The EPIC-KITCHENS Dataset


Jul 31, 2018
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* European Conference on Computer Vision (ECCV) 2018 Dataset and Project page: http://epic-kitchens.github.io 

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Action Completion: A Temporal Model for Moment Detection


Jul 23, 2018
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen


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CaloriNet: From silhouettes to calorie estimation in private environments


Jun 21, 2018
Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion Hannuna, Victor Ponce-López, Majid Mirmehdi

* 11 pages, 7 figures 

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