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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-L贸pez, Majid Mirmehdi

* 11 pages, 7 figures 

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Semantically Selective Augmentation for Deep Compact Person Re-Identification


Jun 18, 2018
V铆ctor Ponce-L贸pez, Tilo Burghardt, Sion Hannunna, Dima Damen, Alessandro Masullo, Majid Mirmehdi


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Towards an Unequivocal Representation of Actions


May 10, 2018
Michael Wray, Davide Moltisanti, Dima Damen


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Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination


Mar 29, 2018
Hazel Doughty, Dima Damen, Walterio Mayol-Cuevas

* CVPR 2018 

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Detecting the Moment of Completion: Temporal Models for Localising Action Completion


Oct 06, 2017
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen


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Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video


Jul 26, 2017
Davide Moltisanti, Michael Wray, Walterio Mayol-Cuevas, Dima Damen

* ICCV 2017 

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Improving Classification by Improving Labelling: Introducing Probabilistic Multi-Label Object Interaction Recognition


Apr 21, 2017
Michael Wray, Davide Moltisanti, Walterio Mayol-Cuevas, Dima Damen


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