← Search

Jeffrey Chen

2 accepted papers

2026

A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving

ICRA 2026poster

Autonomous vehicle navigation in complex environments such as dense and fast-moving highways and merging scenarios remains an active area of research. In the past decade, many planning and control approaches have used reinforcement learning (RL) with notable success. However, a key limitation of RL …

Cited by 0Scholar
2021

Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations

ICCV 2021poster

We propose a novel weakly supervised approach for 3D semantic segmentation on volumetric images. Unlike most existing methods that require voxel-wise densely labeled training data, our weakly-supervised CIVA-Net is the first model that only needs image-level class labels as guidance to learn accurat…

Cited by 20PDFcodeScholar