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124

1.3k

other

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[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

mae pytorch transformer neurips-2022 video-analysis video-transformer action-recognition masked-autoencoder vision-transformer video-understanding self-supervised-learning video-representation-learning

Created 2022-03-23

64 commits to main branch, last one about a year ago

hyperfuture cvlab-columbia

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159

mit

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Code for the paper Learning the Predictability of the Future (CVPR 2021)

future-predi uncertainty-modeling hyperbolic-embeddings self-supervised-learning video-representation-learning

Created 2021-01-01

11 commits to main branch, last one 11 months ago

BEVT xyzforever

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153

apache-2.0

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PyTorch implementation of BEVT (CVPR 2022) https://arxiv.org/abs/2112.01529

bert pytorch deep-learning foundation-models action-recognition masked-autoencoder video-understanding self-supervised-learning video-representation-learning

Created 2022-03-02

9 commits to main branch, last one 2 years ago

Awesome_Long_Form_Video_Understanding ttengwang

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110

unknown

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Awesome papers & datasets specifically focused on long-term videos.

video-llms video-dataset long-term-video video-grounding dense-video-captioning temporal-action-detection temporal-sentence-grounding video-large-language-models temporal-action-localization video-representation-learning audio-visual-event-localization

Created 2022-07-11

40 commits to main branch, last one 15 days ago

mvd ruiwang2021

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93

other

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[CVPR2023] Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning (https://arxiv.org/abs/2212.04500)

cvpr2023 action-recognition masked-autoencoder vision-transformer video-understanding self-supervised-learning video-representation-learning

Created 2022-12-08

12 commits to main branch, last one about a year ago