# Action Recognition
- [2016 CVPR] **Dynamic Image Networks for Action Recognition**, [[paper]](https://www.egavves.com/data/cvpr2016bilen.pdf), [[bibtex]](/Bibtex/Dynamic%20Image%20Networks%20for%20Action%20Recognition.bib), sources: [[hbilen/dynamic-image-nets]](https://github.com/hbilen/dynamic-image-nets).
- [2016 CVPR] **End-to-end Learning of Action Detection from Frame Glimpses in Videos**, [[paper]](http://openaccess.thecvf.com/content_cvpr_2016/papers/Yeung_End-To-End_Learning_of_CVPR_2016_paper.pdf), [[bibtex]](/Bibtex/End-to-end%20Learning%20of%20Action%20Detection%20from%20Frame%20Glimpses%20in%20Videos.bib), sources: [[syyeung/frameglimpses]](https://github.com/syyeung/frameglimpses).
- [2017 ICCV] **TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals**, [[paper]](https://arxiv.org/pdf/1703.06189.pdf), [[supplementary]](http://openaccess.thecvf.com/content_ICCV_2017/supplemental/Gao_TURN_TAP_Temporal_ICCV_2017_supplemental.pdf), [[bibtex]](/Bibtex/TURN%20TAP%20-%20Temporal%20Unit%20Regression%20Network%20for%20Temporal%20Action%20Proposals.bib), sources: [[jiyanggao/TURN-TAP]](https://github.com/jiyanggao/TURN-TAP).
- [2017 ICCV] **Action Tubelet Detector for Spatio-Temporal Action Localization**, [[paper]](https://openaccess.thecvf.com/content_ICCV_2017/papers/Kalogeiton_Action_Tubelet_Detector_ICCV_2017_paper.pdf), [[bibtex]](/Bibtex/Action%20Tubelet%20Detector%20for%20Spatio-Temporal%20Action%20Localization.bib), [[homepage]](http://thoth.inrialpes.fr/src/ACTdetector/), sources: [[vkalogeiton/act-detector]](https://github.com/vkalogeiton/caffe/tree/act-detector).
- [2017 CVPR] **Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset**, [[paper]](https://arxiv.org/pdf/1705.07750.pdf), [[bibtex]](/Bibtex/Quo%20Vadis%20Action%20Recognition%20A%20New%20Model%20and%20the%20Kinetics%20Dataset.bib), sources: [[deepmind/kinetics-i3d]](https://github.com/deepmind/kinetics-i3d), [[piergiaj/pytorch-i3d]](https://github.com/piergiaj/pytorch-i3d), [[hassony2/kinetics_i3d_pytorch]](https://github.com/hassony2/kinetics_i3d_pytorch), [[LossNAN/I3D-Tensorflow]](https://github.com/LossNAN/I3D-Tensorflow), [[tomrunia/PyTorchConv3D]](https://github.com/tomrunia/PyTorchConv3D), [[dlpbc/keras-kinetics-i3d]](https://github.com/dlpbc/keras-kinetics-i3d).
- [2017 PAMI] **Action Recognition with Dynamic Image Networks**, [[paper]](http://homepages.inf.ed.ac.uk/hbilen/assets/pdf/Bilen17a.pdf), [[bibtex]](/Bibtex/Action%20Recognition%20with%20Dynamic%20Image%20Networks.bib), sources: [[hbilen/dynamic-image-nets]](https://github.com/hbilen/dynamic-image-nets).
- [2017 CVPR] **SST: Single-Stream Temporal Action Proposals**, [[paper]](http://vision.stanford.edu/pdf/buch2017cvpr.pdf), [[bibtex]](/Bibtex/SST%20-%20Single-Stream%20Temporal%20Action%20Proposals.bib), sources: [[shyamal-b/sst]](https://github.com/shyamal-b/sst/).
- [2018 CVPR] **Non-local Neural Networks**, [[paper]](https://openaccess.thecvf.com/content_cvpr_2018/papers/Wang_Non-Local_Neural_Networks_CVPR_2018_paper.pdf), [[bibtex]](/Bibtex/Non-local%20Neural%20Networks.bib), sources: [[facebookresearch/video-nonlocal-net]](https://github.com/facebookresearch/video-nonlocal-net).
- [2018 ECCV] **BSN: Boundary Sensitive Network for Temporal Action Proposal Generation**, [[paper]](https://www.ecva.net/papers/eccv_2018/papers_ECCV/papers/Tianwei_Lin_BSN_Boundary_Sensitive_ECCV_2018_paper.pdf), [[bibtex]](/Bibtex/BSN.bib), sources: [[wzmsltw/BSN-boundary-sensitive-network]](https://github.com/wzmsltw/BSN-boundary-sensitive-network).
- [2019 ICCV] **SlowFast Networks for Video Recognition**, [[paper]](https://openaccess.thecvf.com/content_ICCV_2019/papers/Feichtenhofer_SlowFast_Networks_for_Video_Recognition_ICCV_2019_paper.pdf), [[bibtex]](/Bibtex/SlowFast%20Networks%20for%20Video%20Recognition.bib), sources: [[facebookresearch/SlowFast]](https://github.com/facebookresearch/SlowFast).
- [2019 ICCV] **Weakly-supervised Action Localization with Background Modeling**, [[paper]](https://openaccess.thecvf.com/content_ICCV_2019/papers/Nguyen_Weakly-Supervised_Action_Localization_With_Background_Modeling_ICCV_2019_paper.pdf), [[bibtex]](/Bibtex/Weakly-supervised%20Action%20Localization%20with%20Background%20Modeling.bib).
- [2019 ICCV] **TSM: Temporal Shift Module for Efficient Video Understanding**, [[paper]](https://openaccess.thecvf.com/content_ICCV_2019/papers/Lin_TSM_Temporal_Shift_Module_for_Efficient_Video_Understanding_ICCV_2019_paper.pdf), [[bibtex]](/Bibtex/TSM%20-%20Temporal%20Shift%20Module%20for%20Efficient%20Video%20Understanding.bib), sources: [[mit-han-lab/temporal-shift-module]](https://github.com/mit-han-lab/temporal-shift-module).
- [2019 CVPR] **Self-supervised Spatiotemporal Learning via Video Clip Order Prediction**, [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Xu_Self-Supervised_Spatiotemporal_Learning_via_Video_Clip_Order_Prediction_CVPR_2019_paper.pdf), [[bibtex]](/Bibtex/Self-supervised%20Spatiotemporal%20Learning%20via%20Video%20Clip%20Order%20Prediction.bib), sources: [[xudejing/video-clip-order-prediction]](https://github.com/xudejing/video-clip-order-prediction).
- [2020 CVPR] **G-TAD: Sub-Graph Localization for Temporal Action Detection**, [[paper]](https://openaccess.thecvf.com/content_CVPR_2020/papers/Xu_G-TAD_Sub-Graph_Localization_for_Temporal_Action_Detection_CVPR_2020_paper.pdf), [[bibtex]](/Bibtex/G-TAD%20-%20Sub-Graph%20Localization%20for%20Temporal%20Action%20Detection.bib), [[homepage]](https://www.deepgcns.org/app/g-tad), sources: [[frostinassiky/gtad]](https://github.com/frostinassiky/gtad).
- [2021 CVPR] **The Blessings of Unlabeled Background in Untrimmed Videos**, [[paper]](https://openaccess.thecvf.com/content/CVPR2021/papers/Liu_The_Blessings_of_Unlabeled_Background_in_Untrimmed_Videos_CVPR_2021_paper.pdf), [[bibtex]](/Bibtex/The%20Blessings%20of%20Unlabeled%20Background%20in%20Untrimmed%20Videos.bib), sources: [[liuyuancv/WTAL_blessing]](https://github.com/liuyuancv/WTAL_blessing).
- [2022 ArXiv] **ActionFormer: Localizing Moments of Actions with Transformers**, [[paper]](https://arxiv.org/pdf/2202.07925.pdf), [[bibtex]](/Bibtex/ActionFormer%20-%20Localizing%20Moments%20of%20Actions%20with%20Transformers.bib), sources: [[happyharrycn/actionformer_release]](https://github.com/happyharrycn/actionformer_release).