| InternVideo2: Scaling Foundation Models for Multimodal Video Understanding | Mar 22, 2024 | Action ClassificationAction Recognition | CodeCode Available | 7 | 5 |
| VideoMamba: State Space Model for Efficient Video Understanding | Mar 11, 2024 | Action ClassificationMamba | CodeCode Available | 5 | 5 |
| mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video | Feb 1, 2023 | Action ClassificationImage Classification | CodeCode Available | 4 | 5 |
| InternVideo: General Video Foundation Models via Generative and Discriminative Learning | Dec 6, 2022 | Action ClassificationAction Recognition | CodeCode Available | 4 | 5 |
| ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities | May 18, 2023 | 1 Image, 2*2 StitchiAction Classification | CodeCode Available | 3 | 5 |
| Expanding Language-Image Pretrained Models for General Video Recognition | Aug 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 3 | 5 |
| Towards Universal Soccer Video Understanding | Dec 2, 2024 | Action ClassificationSports Understanding | CodeCode Available | 3 | 5 |
| VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training | Mar 23, 2022 | 4kAction Classification | CodeCode Available | 3 | 5 |
| Omni-sourced Webly-supervised Learning for Video Recognition | Mar 29, 2020 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Is Space-Time Attention All You Need for Video Understanding? | Feb 9, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Revisiting Classifier: Transferring Vision-Language Models for Video Recognition | Jul 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Video Swin Transformer | Jun 24, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| X3D: Expanding Architectures for Efficient Video Recognition | Apr 9, 2020 | Action Classificationfeature selection | CodeCode Available | 2 | 5 |
| Temporal Segment Networks: Towards Good Practices for Deep Action Recognition | Aug 2, 2016 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Omnivore: A Single Model for Many Visual Modalities | Jan 20, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Learning Video Representations from Large Language Models | Dec 8, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| AIM: Adapting Image Models for Efficient Video Action Recognition | Feb 6, 2023 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer | Sep 22, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| MARLIN: Masked Autoencoder for facial video Representation LearnINg | Nov 12, 2022 | Action ClassificationAttribute | CodeCode Available | 2 | 5 |
| Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models | Dec 31, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking | Mar 29, 2023 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Temporal Segment Networks for Action Recognition in Videos | May 8, 2017 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network | Aug 20, 2024 | Action ClassificationAction Classification (1-shot) | CodeCode Available | 1 | 5 |
| Just Add π! Pose Induced Video Transformers for Understanding Activities of Daily Living | Nov 30, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| CoCa: Contrastive Captioners are Image-Text Foundation Models | May 4, 2022 | Action ClassificationDecoder | CodeCode Available | 1 | 5 |
| A Closer Look at Spatiotemporal Convolutions for Action Recognition | Nov 30, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders | Nov 16, 2022 | Action ClassificationRepresentation Learning | CodeCode Available | 1 | 5 |
| Continual 3D Convolutional Neural Networks for Real-time Processing of Videos | May 31, 2021 | Action ClassificationVideo Recognition | CodeCode Available | 1 | 5 |
| ConvNet Architecture Search for Spatiotemporal Feature Learning | Aug 16, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| MViTv2: Improved Multiscale Vision Transformers for Classification and Detection | Dec 2, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| CT-Net: Channel Tensorization Network for Video Classification | Jun 3, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Large Scale Holistic Video Understanding | Apr 25, 2019 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Infrared and 3D skeleton feature fusion for RGB-D action recognition | Feb 28, 2020 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers | Jun 9, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Can Deep Learning Recognize Subtle Human Activities? | Mar 30, 2020 | Action ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning | Mar 28, 2022 | Action ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Frozen CLIP Models are Efficient Video Learners | Aug 6, 2022 | Action ClassificationDecoder | CodeCode Available | 1 | 5 |
| BABEL: Bodies, Action and Behavior with English Labels | Jun 17, 2021 | 3D Action RecognitionAction Classification | CodeCode Available | 1 | 5 |
| An Image is Worth 16x16 Words, What is a Video Worth? | Mar 25, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Weakly-supervised Temporal Action Localization by Uncertainty Modeling | Jun 12, 2020 | Action ClassificationAction Localization | CodeCode Available | 1 | 5 |
| An Evaluation of Action Recognition Models on EPIC-Kitchens | Aug 2, 2019 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| An Empirical Study of End-to-End Temporal Action Detection | Apr 6, 2022 | Action ClassificationAction Detection | CodeCode Available | 1 | 5 |
| Florence: A New Foundation Model for Computer Vision | Nov 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Boundary-sensitive Pre-training for Temporal Localization in Videos | Nov 21, 2020 | Action ClassificationClassification | CodeCode Available | 1 | 5 |
| BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues | Jul 23, 2020 | Action ClassificationKeyword Spotting | CodeCode Available | 1 | 5 |
| CAST: Cross-Attention in Space and Time for Video Action Recognition | Nov 30, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Class-Difficulty Based Methods for Long-Tailed Visual Recognition | Jul 29, 2022 | Action Classificationimage-classification | CodeCode Available | 1 | 5 |
| Implicit Temporal Modeling with Learnable Alignment for Video Recognition | Apr 20, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing | Mar 19, 2024 | Action ClassificationDeep Learning | CodeCode Available | 1 | 5 |
