Search Results for author: Pranav Singh Chib

Found 3 papers, 1 papers with code

LG-Traj: LLM Guided Pedestrian Trajectory Prediction

no code implementations12 Mar 2024 Pranav Singh Chib, Pravendra Singh

We introduce LG-Traj, a novel approach incorporating LLMs to generate motion cues present in pedestrian past/observed trajectories.

Decoder Pedestrian Trajectory Prediction +2

Improving Trajectory Prediction in Dynamic Multi-Agent Environment by Dropping Waypoints

no code implementations29 Sep 2023 Pranav Singh Chib, Pravendra Singh

Motion prediction systems must effectively learn spatial and temporal information from the past to forecast the future trajectories of the agent.

motion prediction Temporal Sequences +1

Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey

2 code implementations10 Jul 2023 Pranav Singh Chib, Pravendra Singh

End-to-End driving is a promising paradigm as it circumvents the drawbacks associated with modular systems, such as their overwhelming complexity and propensity for error propagation.

Autonomous Driving

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