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Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval [ICCV'21]
Text-to-video retrieval using a dual encoder architecture of text and video transformers, which trains and test on videos and images jointly.
Max Bain
,
Arsha Nagrani
,
Gül Varol
,
Andrew Zisserman
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Condensed Movies: Story Based Retrieval with Contextual Embeddings [ACCV'20]
Retrieving short movie clips using a mixture of experts model with movie-level context. Includes the release of a large 34k+ clips, 3k+ movies dataset with captions.
Max Bain
,
Arsha Nagrani
,
Andrew Brown
,
Andrew Zisserman
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Count, Crop and Recognise: Fine-Grained Recognition in the Wild [ICCVW'19]
Fine-grained recognition of chimpanzee identities via full-frame.
Max Bain
,
Arsha Nagrani
,
Daniel Schofield
,
Andrew Zisserman
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