| Temporal Knowledge Graph Forecasting with Neural ODE | Jan 13, 2021 | Future predictionKnowledge Graphs | CodeCode Available | 1 |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 |
| Data-Efficient Reinforcement Learning with Self-Predictive Representations | Jul 12, 2020 | Atari Games 100kData Augmentation | CodeCode Available | 1 |
| Unsupervised Learning of Video Representations via Dense Trajectory Clustering | Jun 28, 2020 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction | Jun 16, 2020 | Future predictionPrediction | CodeCode Available | 1 |
| Temporal Aggregate Representations for Long-Range Video Understanding | Jun 1, 2020 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| PiP: Planning-informed Trajectory Prediction for Autonomous Driving | Mar 25, 2020 | Autonomous DrivingFuture prediction | CodeCode Available | 1 |
| Peeking into the Future: Predicting Future Person Activities and Locations in Videos | Feb 11, 2019 | Activity PredictionFuture prediction | CodeCode Available | 1 |
| Video Event Reasoning and Prediction by Fusing World Knowledge from LLMs with Vision Foundation Models | Jul 8, 2025 | Future predictionLarge Language Model | —Unverified | 0 |
| Distributed Poisson multi-Bernoulli filtering via generalised covariance intersection | Jun 23, 2025 | Future prediction | —Unverified | 0 |
| DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos | Jun 11, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning | Jun 9, 2025 | Future predictionQuestion Answering | CodeCode Available | 0 |
| Are Statistical Methods Obsolete in the Era of Deep Learning? | May 27, 2025 | Deep LearningEpidemiology | —Unverified | 0 |
| ProphetDWM: A Driving World Model for Rolling Out Future Actions and Videos | May 24, 2025 | Action GenerationAutonomous Driving | —Unverified | 0 |
| Learning from Streaming Video with Orthogonal Gradients | Apr 2, 2025 | Future predictionRepresentation Learning | —Unverified | 0 |
| FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video | Mar 6, 2025 | Future predictionNovel View Synthesis | —Unverified | 0 |
| Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction | Jan 10, 2025 | Articlescounterfactual | —Unverified | 0 |
| Back To The Future: A Hybrid Transformer-XGBoost Model for Action-oriented Future-proofing Nowcasting | Dec 21, 2024 | Future prediction | —Unverified | 0 |
| A Novel Machine Learning Classifier Based on Genetic Algorithms and Data Importance Reformatting | Dec 17, 2024 | Future prediction | —Unverified | 0 |
| Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies | Nov 15, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| The 2023/24 VIEWS Prediction Challenge: Predicting the Number of Fatalities in Armed Conflict, with Uncertainty | Jul 8, 2024 | Future predictionPrediction | —Unverified | 0 |
| Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video | Jun 18, 2024 | Future predictionTransfer Learning | —Unverified | 0 |
| Identifying latent state transition in non-linear dynamical systems | Jun 5, 2024 | Future predictionRepresentation Learning | —Unverified | 0 |
| TrajPRed: Trajectory Prediction with Region-based Relation Learning | Apr 10, 2024 | Future predictionPrediction | CodeCode Available | 0 |
| MemFlow: Optical Flow Estimation and Prediction with Memory | Apr 7, 2024 | Future predictionOptical Flow Estimation | —Unverified | 0 |