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Huyue Zhu

3 accepted papers

2026

EvReflection: Event-Driven Micro-Dynamics for Reflection Removal

ICML 2026poster

Reflection removal is a highly challenging problem. Though remarkable progress has been made, current methods primarily exploit static image priors from a single frame. Due to the inherent ambiguity between layers, existing methods still suffer from severe residual artifacts. In this paper, we propo…

Cited by 0SourceScholar
2026

Seeing the Unseen: Zooming in the Dark with Event Cameras

AAAI 2026technical

This paper addresses low-light video super-resolution (LVSR), aiming to restore high-resolution videos from low-light, low-resolution (LR) inputs. Existing LVSR methods often struggle to recover fine details due to limited contrast and insufficient high-frequency information. To overcome these chall

Cited by 0SourcePDFScholar
2025

DASH: 4D Hash Encoding with Self-Supervised Decomposition for Real-Time Dynamic Scene Rendering

ICCV 2025poster

Dynamic scene reconstruction is a long-term challenge in 3D vision. Existing plane-based methods in dynamic Gaussian splatting suffer from an unsuitable low-rank assumption, causing feature overlap and poor rendering quality. Although 4D hash encoding provides an explicit representation without low-…