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Future prediction

Papers

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Showing 1–50 of 151 papers

TitleStatusHype
TimeMixer: Decomposable Multiscale Mixing for Time Series ForecastingCode5
PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from VideosCode3
AdaWorld: Learning Adaptable World Models with Latent ActionsCode3
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and PerceptionCode2
ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature LearningCode2
BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous DrivingCode2
From Cognition to Precognition: A Future-Aware Framework for Social NavigationCode2
Advancing Semantic Future Prediction through Multimodal Visual Sequence TransformersCode1
Temporal Aggregate Representations for Long-Range Video UnderstandingCode1
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market OpportunitiesCode1
TrajAgent: An Agent Framework for Unified Trajectory ModellingCode1
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular CamerasCode1
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic ScenesCode1
Unsupervised Learning of Video Representations via Dense Trajectory ClusteringCode1
Rethinking Learning Approaches for Long-Term Action AnticipationCode1
Video Diffusion Models with Local-Global Context GuidanceCode1
A Survey of World Models for Autonomous DrivingCode1
EgoTaskQA: Understanding Human Tasks in Egocentric VideosCode1
Scaling Lifelong Multi-Agent Path Finding to More Realistic Settings: Research Challenges and OpportunitiesCode1
Temporal Knowledge Graph Forecasting with Neural ODECode1
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational LearningCode1
On Exposing the Challenging Long Tail in Future Prediction of Traffic ActorsCode1
PiP: Planning-informed Trajectory Prediction for Autonomous DrivingCode1
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in VideosCode1
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid PredictionCode1
Data-Efficient Reinforcement Learning with Self-Predictive RepresentationsCode1
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid PredictionCode1
Peeking into the Future: Predicting Future Person Activities and Locations in VideosCode1
MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior PredictionCode1
Preserving Dynamic Attention for Long-Term Spatial-Temporal PredictionCode1
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory PredictionCode1
LETS Forecast: Learning Embedology for Time Series ForecastingCode1
Computational Model of Motion Sickness Describing the Effects of Learning Exogenous Motion Dynamics—0
A Novel Machine Learning Classifier Based on Genetic Algorithms and Data Importance Reformatting—0
A Note On Lookahead In Real Life And Computing—0
Causal Future Prediction in a Minkowski Space-Time—0
Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments—0
Building Mental Models through Preview of Autopilot Behaviors—0
An Empirical Study on Internet Traffic Prediction Using Statistical Rolling Model—0
A deep learning modeling framework to capture mixing patterns in reactive-transport systems—0
Blockage Prediction in Directional mmWave Links Using Liquid Time Constant Network—0
An Edge Architecture Oriented Model Predictive Control Scheme for an Autonomous UAV Mission—0
3D Human motion anticipation and classification—0
Future-Prediction-Based Model for Neural Machine Translation—0
Future Predictive Success-or-Failure Classification for Long-Horizon Robotic Tasks—0
Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction—0
Frame Fusion with Vehicle Motion Prediction for 3D Object Detection—0
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems—0
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video—0
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