| Generic Tubelet Proposals for Action Localization | May 30, 2017 | Action ClassificationAction Localization | —Unverified | 0 |
| Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset | May 22, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| The Kinetics Human Action Video Dataset | May 19, 2017 | Action ClassificationGeneral Classification | CodeCode Available | 1 |
| Single Image Action Recognition by Predicting Space-Time Saliency | May 12, 2017 | Action ClassificationAction Recognition | —Unverified | 0 |
| A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets | May 11, 2017 | Action ClassificationClassification | —Unverified | 0 |
| Temporal Segment Networks for Action Recognition in Videos | May 8, 2017 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Skeleton-based Action Recognition with Convolutional Neural Networks | Apr 25, 2017 | Action ClassificationAction Detection | CodeCode Available | 1 |
| ActionVLAD: Learning spatio-temporal aggregation for action classification | Apr 10, 2017 | Action ClassificationClassification | —Unverified | 0 |
| Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection | Apr 3, 2017 | Action ClassificationAction Localization | CodeCode Available | 0 |
| TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition | Mar 30, 2017 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Deep representation learning for human motion prediction and classification | Feb 24, 2017 | Action ClassificationClassification | —Unverified | 0 |
| Vision and Language Integration: Moving beyond Objects | Jan 1, 2017 | Action ClassificationImage Captioning | —Unverified | 0 |
| Asynchronous Temporal Fields for Action Recognition | Dec 19, 2016 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild | Dec 12, 2016 | Action ClassificationOptical Flow Estimation | —Unverified | 0 |
| Self-Supervised Video Representation Learning With Odd-One-Out Networks | Nov 21, 2016 | Action ClassificationAction Recognition | —Unverified | 0 |
| From Traditional to Modern : Domain Adaptation for Action Classification in Short Social Video Clips | Oct 18, 2016 | Action ClassificationData Augmentation | —Unverified | 0 |
| Learning Action Concept Trees and Semantic Alignment Networks from Image-Description Data | Sep 8, 2016 | Action ClassificationClassification | —Unverified | 0 |
| Generating Videos with Scene Dynamics | Sep 8, 2016 | Action ClassificationFuture prediction | —Unverified | 0 |
| Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification | Aug 31, 2016 | 3D ArchitectureAction Classification | —Unverified | 0 |
| What makes ImageNet good for transfer learning? | Aug 30, 2016 | Action ClassificationGeneral Classification | CodeCode Available | 0 |
| Spatio-temporal Co-Occurrence Characterizations for Human Action Classification | Aug 2, 2016 | Action ClassificationClassification | —Unverified | 0 |
| Temporal Segment Networks: Towards Good Practices for Deep Action Recognition | Aug 2, 2016 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Natural Language Descriptions of Human Activities Scenes: Corpus Generation and Analysis | Aug 1, 2016 | Action ClassificationObject Recognition | —Unverified | 0 |
| VideoLSTM Convolves, Attends and Flows for Action Recognition | Jul 6, 2016 | Action ClassificationAction Localization | CodeCode Available | 0 |
| Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters | May 26, 2016 | Action ClassificationAction Recognition In Videos | CodeCode Available | 0 |