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06/09/2021
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
In video transformers, the time dimension is often treated in the same w...
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03/18/2021
Space-Time Crop Attend: Improving Cross-modal Video Representation Learning
The quality of the image representations obtained from self-supervised l...
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03/16/2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models
This paper studies zero-shot cross-lingual transfer of vision-language m...
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10/06/2020
Support-set bottlenecks for video-text representation learning
The dominant paradigm for learning video-text representations – noise co...
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06/24/2020
Labelling unlabelled videos from scratch with multi-modal self-supervision
A large part of the current success of deep learning lies in the effecti...
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03/09/2020
Multi-modal Self-Supervision from Generalized Data Transformations
Self-supervised learning has advanced rapidly, with several results beat...
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10/18/2019