SOTAVerified

Trajectory Modeling

The equivalent of language modeling but for trajectories.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 45 papers

TitleStatusHype
Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular VideoCode2
Any-point Trajectory Modeling for Policy LearningCode2
DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and TrajectoryCode2
TrajAgent: An Agent Framework for Unified Trajectory ModellingCode1
Q-value Regularized Transformer for Offline Reinforcement LearningCode1
Critic-Guided Decision Transformer for Offline Reinforcement LearningCode1
Contrastive Trajectory Similarity Learning with Dual-Feature AttentionCode1
SIND: A Drone Dataset at Signalized Intersection in ChinaCode1
Clustering of longitudinal data: A tutorial on a variety of approachesCode1
PTRAIL -- A python package for parallel trajectory data preprocessingCode1
baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated AgentsCode1
Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion PredictionCode1
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
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
Uncertainty-aware Human Mobility Modeling and Anomaly Detection—0
Unsupervised multimodal modeling of cognitive and brain health trajectories for early dementia predictionCode0
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Benchmark Results

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