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Future prediction

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Showing 1–50 of 151 papers

TitleStatusHype
Video Event Reasoning and Prediction by Fusing World Knowledge from LLMs with Vision Foundation Models—0
Distributed Poisson multi-Bernoulli filtering via generalised covariance intersection—0
DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos—0
Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue ReasoningCode0
LETS Forecast: Learning Embedology for Time Series ForecastingCode1
Are Statistical Methods Obsolete in the Era of Deep Learning?—0
ProphetDWM: A Driving World Model for Rolling Out Future Actions and Videos—0
Learning from Streaming Video with Orthogonal Gradients—0
AdaWorld: Learning Adaptable World Models with Latent ActionsCode3
PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from VideosCode3
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and PerceptionCode2
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video—0
A Survey of World Models for Autonomous DrivingCode1
Advancing Semantic Future Prediction through Multimodal Visual Sequence TransformersCode1
Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction—0
Back To The Future: A Hybrid Transformer-XGBoost Model for Action-oriented Future-proofing Nowcasting—0
A Novel Machine Learning Classifier Based on Genetic Algorithms and Data Importance Reformatting—0
Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies—0
TrajAgent: An Agent Framework for Unified Trajectory ModellingCode1
From Cognition to Precognition: A Future-Aware Framework for Social NavigationCode2
The 2023/24 VIEWS Prediction Challenge: Predicting the Number of Fatalities in Armed Conflict, with Uncertainty—0
Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video—0
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in VideosCode1
Identifying latent state transition in non-linear dynamical systems—0
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
TimeMixer: Decomposable Multiscale Mixing for Time Series ForecastingCode5
Scaling Lifelong Multi-Agent Path Finding to More Realistic Settings: Research Challenges and OpportunitiesCode1
TrajPRed: Trajectory Prediction with Region-based Relation LearningCode0
MemFlow: Optical Flow Estimation and Prediction with Memory—0
Future Predictive Success-or-Failure Classification for Long-Horizon Robotic Tasks—0
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation—0
Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians—0
A representation-learning game for classes of prediction tasks—0
Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments—0
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning—0
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid PredictionCode1
A Note On Lookahead In Real Life And Computing—0
Inferring Hybrid Neural Fluid Fields from Videos—0
Learning from One Continuous Video Stream—0
Generative Hierarchical Temporal Transformer for Hand Pose and Action Modeling—0
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems—0
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender SystemsCode0
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid PredictionCode1
Universality of almost periodic orbits in certain composite functions—0
Predicting Temperature of Major Cities Using Machine Learning and Deep Learning—0
A Quantum Computing-based System for Portfolio Optimization using Future Asset Values and Automatic Reduction of the Investment Universe—0
MTD: Multi-Timestep Detector for Delayed Streaming PerceptionCode0
Implicit Occupancy Flow Fields for Perception and Prediction in Self-Driving—0
Learning to Model the World with Language—0
Frame Fusion with Vehicle Motion Prediction for 3D Object Detection—0
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