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Guixu Lin

2 accepted papers

2025

Adversarial Attacks on Event-Based Pedestrian Detectors: A Physical Approach

AAAI 2025technical

Event cameras, known for their low latency and high dynamic range, show great potential in pedestrian detection applications. However, while recent research has primarily focused on improving detection accuracy, the robustness of event-based visual models against physical adversarial attacks has rec…

Cited by 0SourcePDFScholar
2025

Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising

ICLR 2025poster

Recent advancements in generalizable deep image denoising have catalyzed the development of robust noise-handling models. The current state-of-the-art, Masked Training (MT), constructs a masked swinir model which is trained exclusively on Gaussian noise ($\sigma$=15) but can achieve commendable deno…

Cited by 0SourcePDFScholar