| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 | 5 |
| HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction | Oct 16, 2023 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering | Jun 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Temporal Aggregate Representations for Long-Range Video Understanding | Jun 1, 2020 | Action AnticipationAction Recognition | CodeCode Available | 1 | 5 |
| Data-Efficient Reinforcement Learning with Self-Predictive Representations | Jul 12, 2020 | Atari Games 100kData Augmentation | CodeCode Available | 1 | 5 |
| TrajAgent: An Agent Framework for Unified Trajectory Modelling | Oct 27, 2024 | Future predictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Unsupervised Learning of Video Representations via Dense Trajectory Clustering | Jun 28, 2020 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 | 5 |
| Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes | May 19, 2023 | Future prediction | CodeCode Available | 1 | 5 |
| Compositional Video Prediction | Aug 22, 2019 | Future predictionPrediction | CodeCode Available | 0 | 5 |
| Probabilistic Video Generation using Holistic Attribute Control | Mar 21, 2018 | AttributeFuture prediction | CodeCode Available | 0 | 5 |
| Borrowing from yourself: Faster future video segmentation with partial channel update | Feb 11, 2022 | Future predictionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Predicting 3D Human Dynamics from Video | Aug 13, 2019 | 3D Human Dynamics3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction | Mar 3, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Online Spatiotemporal Action Detection and Prediction via Causal Representations | Aug 31, 2020 | Action DetectionAction Recognition | CodeCode Available | 0 | 5 |
| Flexible Networks for Learning Physical Dynamics of Deformable Objects | Dec 7, 2021 | Future prediction | CodeCode Available | 0 | 5 |
| Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction | Jun 9, 2019 | Future predictionPrediction | CodeCode Available | 0 | 5 |
| MTD: Multi-Timestep Detector for Delayed Streaming Perception | Sep 13, 2023 | Autonomous DrivingFuture prediction | CodeCode Available | 0 | 5 |
| Interpreting Tree Ensembles with inTrees | Aug 23, 2014 | Future predictionGeneral Classification | CodeCode Available | 0 | 5 |
| Learning to Abstract and Predict Human Actions | Aug 20, 2020 | Activity PredictionFuture prediction | CodeCode Available | 0 | 5 |
| Neural Online Graph Exploration | Dec 6, 2020 | Future prediction | CodeCode Available | 0 | 5 |
| Improving Video Generation for Multi-functional Applications | Nov 30, 2017 | ColorizationFuture prediction | CodeCode Available | 0 | 5 |
| DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents | Apr 14, 2017 | Future predictionMulti Future Trajectory Prediction | CodeCode Available | 0 | 5 |
| INFER: INtermediate representations for FuturE pRediction | Mar 26, 2019 | Activity PredictionFuture prediction | CodeCode Available | 0 | 5 |
| Deep RNN Framework for Visual Sequential Applications | Nov 25, 2018 | Future predictionSSIM | CodeCode Available | 0 | 5 |
| Decomposing Motion and Content for Natural Video Sequence Prediction | Jun 25, 2017 | DecoderFuture prediction | CodeCode Available | 0 | 5 |
