Search Results for author: Harshayu Girase

Found 5 papers, 2 papers with code

From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting

2 code implementations ICCV 2021 Karttikeya Mangalam, Yang An, Harshayu Girase, Jitendra Malik

Uncertainty in future trajectories stems from two sources: (a) sources that are known to the agent but unknown to the model, such as long term goals and (b)sources that are unknown to both the agent & the model, such as intent of other agents & irreducible randomness indecisions.

Trajectory Forecasting

Physically Feasible Vehicle Trajectory Prediction

no code implementations29 Apr 2021 Harshayu Girase, Jerrick Hoang, Sai Yalamanchi, Micol Marchetti-Bowick

Predicting the future motion of actors in a traffic scene is a crucial part of any autonomous driving system.

Autonomous Driving Trajectory Prediction

LOKI: Long Term and Key Intentions for Trajectory Prediction

no code implementations ICCV 2021 Harshayu Girase, Haiming Gang, Srikanth Malla, Jiachen Li, Akira Kanehara, Karttikeya Mangalam, Chiho Choi

We also propose a model that jointly performs trajectory and intention prediction, showing that recurrently reasoning about intention can assist with trajectory prediction.

Autonomous Driving Trajectory Prediction

Latency Matters: Real-Time Action Forecasting Transformer

no code implementations CVPR 2023 Harshayu Girase, Nakul Agarwal, Chiho Choi, Karttikeya Mangalam

We present RAFTformer, a real-time action forecasting transformer for latency aware real-world action forecasting applications.

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