video-representation-learning topic
VideoMAE
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
videogan
Implementation of "Generating Videos with Scene Dynamics" in Tensorflow
rince
This is the code accompanying the AAAI 2022 paper "Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives" https://arxiv.org/abs/2201.11736 . The method allows y...
BEVT
PyTorch implementation of BEVT (CVPR 2022) https://arxiv.org/abs/2112.01529
hyperfuture
Code for the paper Learning the Predictability of the Future (CVPR 2021)
mvd
[CVPR2023] Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning (https://arxiv.org/abs/2212.04500)
VideoMS
Official Pytorch implementation of Efficient Video Representation Learning via Masked Video Modeling with Motion-centric Token Selection.
Awesome_Long_Form_Video_Understanding
Awesome papers & datasets specifically focused on long-term videos.
FGKVMemPred_video
Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)
MaskAgain
Official repository of the “Mask Again: Masked Knowledge Distillation for Masked Video Modeling” (ACM MM 2023)