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

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