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Ruiqian Li

3 accepted papers

2026

Deep Photonic Reservoir Computer Meets UAV Control: An Ultra-Fast Learning-Based Compensator for Agile Flight in Confined Space

ICRA 2026poster

Unmanned aerial vehicles (UAVs) operating in confined, cluttered environments face significant performance degradation due to nonlinear, time-varying unmodeled dynamics—such as ground/ceiling effects and wake recirculation—that are unaccounted for in traditional controllers. While learning-based com…

2025

TransiT: Transient Transformer for Non-line-of-sight Videography

ICCV 2025poster

High quality and high speed videography using Non-Line-of-Sight (NLOS) imaging benefit autonomous navigation, collision prevention, and post-disaster search and rescue tasks. Current solutions have to balance between the frame rate and image quality. High frame rates, for example, can be achieved by…

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2023

Enhancing Non-line-of-sight Imaging via Learnable Inverse Kernel and Attention Mechanisms

ICCV 2023poster

Recovering information from non-line-of-sight (NLOS) imaging is a computationally-intensive inverse problem. Most physics-based NLOS imaging methods address the complexity of this problem by assuming three-bounce reflections and no self-occlusion. However, these assumptions may break down for object…

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