| 3D Neural Scene Representations for Visuomotor Control | Jul 8, 2021 | Contrastive LearningFuture prediction | —Unverified | 0 |
| Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities | Jul 7, 2021 | Future predictionPrediction | CodeCode Available | 1 |
| Efficient training for future video generation based on hierarchical disentangled representation of latent variables | Jun 7, 2021 | Future predictionImage Generation | —Unverified | 0 |
| SBNet: Segmentation-based Network for Natural Language-based Vehicle Search | Apr 22, 2021 | Future predictionRetrieval | —Unverified | 0 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Building Mental Models through Preview of Autopilot Behaviors | Apr 12, 2021 | Future prediction | —Unverified | 0 |
| Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding | Apr 6, 2021 | Future predictionManagement | —Unverified | 0 |
| On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors | Mar 23, 2021 | Future predictionTrajectory Prediction | CodeCode Available | 1 |
| Future Frame Prediction for Robot-assisted Surgery | Mar 18, 2021 | Future predictionOptical Flow Estimation | —Unverified | 0 |
| Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction | Mar 3, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Meta-Learning for Koopman Spectral Analysis with Short Time-series | Feb 9, 2021 | Future predictionMeta-Learning | —Unverified | 0 |
| Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion | Jan 26, 2021 | Future predictionPanoptic Segmentation | —Unverified | 0 |
| LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving | Jan 16, 2021 | DiversityFuture prediction | —Unverified | 0 |
| Temporal Knowledge Graph Forecasting with Neural ODE | Jan 13, 2021 | Future predictionKnowledge Graphs | CodeCode Available | 1 |
| A deep learning modeling framework to capture mixing patterns in reactive-transport systems | Jan 11, 2021 | EpidemiologyFuture prediction | —Unverified | 0 |
| 3D Human motion anticipation and classification | Dec 31, 2020 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Neural Online Graph Exploration | Dec 6, 2020 | Future prediction | CodeCode Available | 0 |
| RegFlow: Probabilistic Flow-based Regression for Future Prediction | Nov 30, 2020 | Future predictionPrediction | —Unverified | 0 |
| Computational Model of Motion Sickness Describing the Effects of Learning Exogenous Motion Dynamics | Nov 25, 2020 | Future prediction | —Unverified | 0 |
| Learning Object-Centric Video Models by Contrasting Sets | Nov 20, 2020 | Future predictionObject | —Unverified | 0 |
| Multiple Future Prediction Leveraging Synthetic Trajectories | Oct 18, 2020 | Autonomous DrivingFuture prediction | —Unverified | 0 |
| Object Tracking Using Spatio-Temporal Future Prediction | Oct 15, 2020 | Future predictionObject | —Unverified | 0 |
| Online Spatiotemporal Action Detection and Prediction via Causal Representations | Aug 31, 2020 | Action DetectionAction Recognition | CodeCode Available | 0 |
| Learning to Abstract and Predict Human Actions | Aug 20, 2020 | Activity PredictionFuture prediction | CodeCode Available | 0 |
| Causal Future Prediction in a Minkowski Space-Time | Aug 20, 2020 | Future predictionImage Generation | —Unverified | 0 |