SOTAVerified

Trajectory Modeling

The equivalent of language modeling but for trajectories.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–45 of 45 papers

TitleStatusHype
Any-point Trajectory Modeling for Policy LearningCode2
Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular VideoCode2
DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and TrajectoryCode2
Clustering of longitudinal data: A tutorial on a variety of approachesCode1
SIND: A Drone Dataset at Signalized Intersection in ChinaCode1
Q-value Regularized Transformer for Offline Reinforcement LearningCode1
baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated AgentsCode1
Contrastive Trajectory Similarity Learning with Dual-Feature AttentionCode1
Critic-Guided Decision Transformer for Offline Reinforcement LearningCode1
PTRAIL -- A python package for parallel trajectory data preprocessingCode1
TrajAgent: An Agent Framework for Unified Trajectory ModellingCode1
Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion PredictionCode1
Modeling a Hidden Dynamical System Using Energy Minimization and Kernel Density Estimates—0
One Fits All: General Mobility Trajectory Modeling via Masked Conditional Diffusion—0
Online Sequence Clustering Algorithm for Video Trajectory Analysis—0
Uncertainty-aware Human Mobility Modeling and Anomaly Detection—0
Applying Recent Innovations from NLP to MOOC Student Course Trajectory Modeling—0
Can We Optimize Deep RL Policy Weights as Trajectory Modeling?—0
Community Time-Activity Trajectory Modelling based on Markov Chain Simulation and Dirichlet Regression—0
DiVR: incorporating context from diverse VR scenes for human trajectory prediction—0
DRDT3: Diffusion-Refined Decision Test-Time Training Model—0
EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation—0
FlexiClip: Locality-Preserving Free-Form Character Animation—0
Flow Matching for Geometric Trajectory Simulation—0
Improving Vision-and-Language Navigation by Generating Future-View Image Semantics—0
Inferring Relational Potentials in Interacting Systems—0
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation—0
TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction—0
Enhancing the Hierarchical Environment Design via Generative Trajectory Modeling—0
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling—0
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces—0
Unsupervised Lightweight Single Object Tracking with UHP-SOT++—0
Recalibrating the Compass: Integrating Large Language Models into Classical Research Methods—0
Semantic segmentation of trajectories with improved agent models for pedestrian behavior analysis—0
Towards A Foundation Model For Trajectory Intelligence—0
Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model—0
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning—0
Trajectory Approximation of Video Based on Phase Correlation for Forward Facing Camera—0
CM Modeling of Trajectory—0
Trajectory Modeling via Random Utility Inverse Reinforcement Learning—0
Multi-layer Trajectory Clustering: A Network Algorithm for Disease SubtypingCode0
Unsupervised multimodal modeling of cognitive and brain health trajectories for early dementia predictionCode0
Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait disturbances associated with Alzheimer's diseaseCode0
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal GraphsCode0
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain GenerationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1baller2vec++1x1 NLL0.47—Unverified