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Weidong Geng

3 accepted papers

2025

Spike-RetinexFormer: Rethinking Low-light Image Enhancement with Spiking Neural Networks

NeurIPS 2025poster

Low-light image enhancement (LLIE) aims to improve the visibility and quality of images captured under poor illumination. However, existing deep enhancement methods often underemphasize computational efficiency, leading to high energy and memory costs. We propose \textbf{Spike-RetinexFormer}, a nove…

Cited by 0SourceScholar
2024

MCM: Multi-condition Motion Synthesis Framework

IJCAI 2024poster

Conditional human motion synthesis (HMS) aims to generate human motion sequences that conform to specific conditions. Text and audio represent the two predominant modalities employed as HMS control conditions. While existing research has primarily focused on single conditions, the multi-condition hu…

Cited by 1SourcePDFScholar
2021

Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions

ICCV 2021poster

3D pose estimation has attracted increasing attention with the availability of high-quality benchmark datasets. However, prior works show that deep learning models tend to learn spurious correlations, which fail to generalize beyond the specific dataset they are trained on. In this work, we take a s…

Cited by 39PDFScholar