VITA lab at EPFL
Visual Intelligence for Transportation
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trajnetplusplusbaselines
trajnetplusplusbaselines Public[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
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social-nce
social-nce Public[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
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- stay-on-track Public
Official implementation of paper "Stay on Track: Novel Loss Functions for Vehicle Trajectory Prediction"
vita-epfl/stay-on-track’s past year of commit activity - TIC-TAC Public
[ICML 2024] Code repository for "TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression". We address the problem of sub-optimal covariance estimation in deep heteroscedastic regression by proposing a new model and metric.
vita-epfl/TIC-TAC’s past year of commit activity - IntroML-2024 Public
vita-epfl/IntroML-2024’s past year of commit activity - unitraj-DLAV Public
The UniTraj framework, developed by VITA, adjusted for the project of DLAV course.
vita-epfl/unitraj-DLAV’s past year of commit activity