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Andrew Zisserman

DeepMind

Self-Supervised Multi-Modal Alignment for Whole Body Medical Imaging


Aug 06, 2021
Rhydian Windsor, Amir Jamaludin, Timor Kadir, Andrew Zisserman

* Accepted as a full paper to MICCAI 2021. Code will be made publicly available before September 27th 2021 

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Perceiver IO: A General Architecture for Structured Inputs & Outputs


Aug 02, 2021
Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, Carl Doersch, Catalin Ionescu, David Ding, Skanda Koppula, Daniel Zoran, Andrew Brock, Evan Shelhamer, Olivier Hénaff, Matthew M. Botvinick, Andrew Zisserman, Oriol Vinyals, João Carreira

* Code: https://dpmd.ai/perceiver-code 

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AutoNovel: Automatically Discovering and Learning Novel Visual Categories


Jun 29, 2021
Kai Han, Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman

* TPAMI 2021, code: http://www.robots.ox.ac.uk/~vgg/research/auto_novel/. arXiv admin note: substantial text overlap with arXiv:2002.05714 

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NeRF in detail: Learning to sample for view synthesis


Jun 09, 2021
Relja Arandjelović, Andrew Zisserman


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Comment on Stochastic Polyak Step-Size: Performance of ALI-G


May 20, 2021
Leonard Berrada, Andrew Zisserman, M. Pawan Kumar


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Face, Body, Voice: Video Person-Clustering with Multiple Modalities


May 20, 2021
Andrew Brown, Vicky Kalogeiton, Andrew Zisserman


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Omnimatte: Associating Objects and Their Effects in Video


May 14, 2021
Erika Lu, Forrester Cole, Tali Dekel, Andrew Zisserman, William T. Freeman, Michael Rubinstein

* Accepted to CVPR 2021 Oral. Project webpage: https://omnimatte.github.io/ 

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Aligning Subtitles in Sign Language Videos


May 06, 2021
Hannah Bull, Triantafyllos Afouras, Gül Varol, Samuel Albanie, Liliane Momeni, Andrew Zisserman


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With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations


Apr 29, 2021
Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman


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Temporal Query Networks for Fine-grained Video Understanding


Apr 19, 2021
Chuhan Zhang, Ankush Gupta, Andrew Zisserman

* Accepted to CVPR 2021(Oral). Project page: http://www.robots.ox.ac.uk/~vgg/research/tqn/ 

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TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval


Apr 16, 2021
Ioana Croitoru, Simion-Vlad Bogolin, Yang Liu, Samuel Albanie, Marius Leordeanu, Hailin Jin, Andrew Zisserman


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Self-supervised Video Object Segmentation by Motion Grouping


Apr 15, 2021
Charig Yang, Hala Lamdouar, Erika Lu, Andrew Zisserman, Weidi Xie


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Localizing Visual Sounds the Hard Way


Apr 06, 2021
Honglie Chen, Weidi Xie, Triantafyllos Afouras, Arsha Nagrani, Andrea Vedaldi, Andrew Zisserman

* CVPR2021 

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Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval


Apr 01, 2021
Max Bain, Arsha Nagrani, Gül Varol, Andrew Zisserman


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Broaden Your Views for Self-Supervised Video Learning


Mar 30, 2021
Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman


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Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers


Mar 30, 2021
Antoine Miech, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Andrew Zisserman

* Accepted to CVPR 2021 

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Read and Attend: Temporal Localisation in Sign Language Videos


Mar 30, 2021
Gül Varol, Liliane Momeni, Samuel Albanie, Triantafyllos Afouras, Andrew Zisserman

* Appears in: 2021 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021). 14 pages 

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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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Perceiver: General Perception with Iterative Attention


Mar 04, 2021
Andrew Jaegle, Felix Gimeno, Andrew Brock, Andrew Zisserman, Oriol Vinyals, Joao Carreira


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Automated Video Labelling: Identifying Faces by Corroborative Evidence


Feb 10, 2021
Andrew Brown, Ernesto Coto, Andrew Zisserman

* IEEE 4th International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR 2021) 

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LAEO-Net++: revisiting people Looking At Each Other in videos


Jan 06, 2021
Manuel J. Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, Andrew Zisserman

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 
* 16 pages, 16 Figures. arXiv admin note: substantial text overlap with arXiv:1906.05261 

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VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge


Dec 12, 2020
Arsha Nagrani, Joon Son Chung, Jaesung Huh, Andrew Brown, Ernesto Coto, Weidi Xie, Mitchell McLaren, Douglas A Reynolds, Andrew Zisserman


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Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation


Nov 23, 2020
Hala Lamdouar, Charig Yang, Weidi Xie, Andrew Zisserman

* ACCV 2020 

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QuerYD: A video dataset with high-quality textual and audio narrations


Nov 22, 2020
Andreea-Maria Oncescu, Jõao F. Henriques, Yang Liu, Andrew Zisserman, Samuel Albanie

* 6 pages, 4 figures, submitted to ICASSP 2021 

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A Short Note on the Kinetics-700-2020 Human Action Dataset


Oct 21, 2020
Lucas Smaira, João Carreira, Eric Noland, Ellen Clancy, Amy Wu, Andrew Zisserman


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Self-supervised Co-training for Video Representation Learning


Oct 19, 2020
Tengda Han, Weidi Xie, Andrew Zisserman

* NeurIPS2020 

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Watch, read and lookup: learning to spot signs from multiple supervisors


Oct 08, 2020
Liliane Momeni, Gül Varol, Samuel Albanie, Triantafyllos Afouras, Andrew Zisserman

* Appears in: Asian Conference on Computer Vision 2020 (ACCV 2020) - Oral presentation. 29 pages 

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Layered Neural Rendering for Retiming People in Video


Sep 16, 2020
Erika Lu, Forrester Cole, Tali Dekel, Weidi Xie, Andrew Zisserman, David Salesin, William T. Freeman, Michael Rubinstein

* To appear in SIGGRAPH Asia 2020. Project webpage: https://retiming.github.io/ 

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Adaptive Text Recognition through Visual Matching


Sep 14, 2020
Chuhan Zhang, Ankush Gupta, Andrew Zisserman

* ECCV2020 

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