| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | May 23, 2024 | Future predictionTime Series | CodeCode Available | 5 |
| Scaling Lifelong Multi-Agent Path Finding to More Realistic Settings: Research Challenges and Opportunities | Apr 24, 2024 | Future predictionMulti-Agent Path Finding | CodeCode Available | 1 |
| 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 |
| Future Predictive Success-or-Failure Classification for Long-Horizon Robotic Tasks | Apr 4, 2024 | ClassificationFuture prediction | —Unverified | 0 |
| FutureDepth: Learning to Predict the Future Improves Video Depth Estimation | Mar 19, 2024 | DecoderDepth Estimation | —Unverified | 0 |
| Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians | Mar 14, 2024 | Future predictionObject | —Unverified | 0 |
| A representation-learning game for classes of prediction tasks | Mar 11, 2024 | Future predictionPrediction | —Unverified | 0 |
| Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments | Feb 11, 2024 | Future predictionMemorization | —Unverified | 0 |
| A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning | Feb 5, 2024 | Future predictionModel-based Reinforcement Learning | —Unverified | 0 |
| DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction | Feb 4, 2024 | Future predictionPrediction | CodeCode Available | 1 |
| A Note On Lookahead In Real Life And Computing | Feb 2, 2024 | Future predictionWorld Knowledge | —Unverified | 0 |
| Inferring Hybrid Neural Fluid Fields from Videos | Dec 11, 2023 | Dynamic ReconstructionFuture prediction | —Unverified | 0 |
| Learning from One Continuous Video Stream | Dec 1, 2023 | Data AugmentationFuture prediction | —Unverified | 0 |
| Generative Hierarchical Temporal Transformer for Hand Pose and Action Modeling | Nov 29, 2023 | Action RecognitionFuture prediction | —Unverified | 0 |
| FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems | Nov 17, 2023 | Future prediction | —Unverified | 0 |
| AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems | Nov 1, 2023 | Future predictionRecommendation Systems | CodeCode Available | 0 |
| HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction | Oct 16, 2023 | Future predictionPrediction | CodeCode Available | 1 |
| Universality of almost periodic orbits in certain composite functions | Sep 30, 2023 | Future predictionTime Series | —Unverified | 0 |
| Predicting Temperature of Major Cities Using Machine Learning and Deep Learning | Sep 23, 2023 | Future predictionPrediction | —Unverified | 0 |
| A Quantum Computing-based System for Portfolio Optimization using Future Asset Values and Automatic Reduction of the Investment Universe | Sep 22, 2023 | Future predictionPortfolio Optimization | —Unverified | 0 |
| MTD: Multi-Timestep Detector for Delayed Streaming Perception | Sep 13, 2023 | Autonomous DrivingFuture prediction | CodeCode Available | 0 |
| Implicit Occupancy Flow Fields for Perception and Prediction in Self-Driving | Aug 2, 2023 | Future predictionobject-detection | —Unverified | 0 |
| Learning to Model the World with Language | Jul 31, 2023 | Future predictionGeneral Knowledge | —Unverified | 0 |
| Frame Fusion with Vehicle Motion Prediction for 3D Object Detection | Jun 19, 2023 | 3D Object DetectionFuture prediction | —Unverified | 0 |
