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Chuhan Chen

3 accepted papers

2025

Towards Foundational Models for Single-Chip Radar

ICCV 2025poster

mmWave radars are compact, inexpensive, and durable sensors that are robust to occlusions and work regardless of environmental conditions, such as weather and darkness. However, this comes at the cost of poor angular resolution, especially for inexpensive single-chip radars, which are typically used…

Cited by 0SourcePDFScholar
2023

Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering

CoRL 2023poster

Self-driving software pipelines include components that are learned from a significant number of training examples, yet it remains challenging to evaluate the overall system's safety and generalization performance. Together with scaling up the real-world deployment of autonomous vehicles, it is of c…

Cited by 3SourceScholar
2023

Implicit Neural Head Synthesis via Controllable Local Deformation Fields

CVPR 2023poster

High-quality reconstruction of controllable 3D head avatars from 2D videos is highly desirable for virtual human applications in movies, games, and telepresence. Neural implicit fields provide a powerful representation to model 3D head avatars with personalized shape, expressions, and facial parts,…

Cited by 12SourcePDFScholar