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Xiangyu Meng

3 accepted papers

2026

LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing

ICLR 2026poster

Recent multimodal models for instruction-based face editing enable semantic manipulation but still struggle with precise attribute control and identity preservation. Structural facial representations such as landmarks are effective for intermediate supervision, yet most existing methods treat them a…

Cited by 0SourcecodeScholar
2023

You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement

CVPR 2023poster

Images captured in low-light conditions often suffer from significant quality degradation. Recent works have built a large variety of deep Retinex-based networks to enhance low-light images. The Retinex-based methods require decomposing the image into reflectance and illumination components, which i…

Cited by 63SourcePDFScholar
2021

GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining

ICASSP 2021accepted

Recently, the development of intelligent technology arouses the requirements of high-quality videos. Rain streak is a frequent and inevitable factor to degrade the video. Many researchers have put their energies into eliminating the adverse effects of rainy video. Unfortunately, how to fully utilize…

Cited by 0SourceScholar