10 citations · 21 across the 8 of their papers we have counts for
9 papers
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
Chenxi Zhao, Chen Zhu, Xiaokun Feng +6
Few-step generation has been a long-standing goal, with recent one-step generation methods exemplified by MeanFlow achieving remarkable results. Existing research on MeanFlow prima…
From Zero to Detail: A Progressive Spectral Decoupling Paradigm for UHD Image Restoration with New Benchmark
Chen Zhao, Yunzhe Xu, Zhizhou Chen +5
Ultra-high-definition (UHD) image restoration poses unique challenges due to the high spatial resolution, diverse content, and fine-grained structures present in UHD images. To add…
Minimal extension property of direct images
Chen Zhao
Given a projective morphism from a complex space to a complex manifold, we prove the Griffiths semi-positivity and minimal extension property of the direct image sheaf $…
O-Mamba: O-shape State-Space Model for Underwater Image Enhancement
Chenyu Dong, Chen Zhao, Weiling Cai +1
Underwater image enhancement (UIE) face significant challenges due to complex underwater lighting conditions. Recently, mamba-based methods have achieved promising results in image…
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining
Chen Zhao, Weiling Cai, ChengWei Hu +1
To tackle the difficulties in fitting paired real-world data for single image deraining (SID), recent unsupervised methods have achieved notable success. However, these methods oft…
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal
Ziqi Zeng, Chen Zhao, Weiling Cai +1
Existing unsupervised methods have addressed the challenges of inconsistent paired data and tedious acquisition of ground-truth labels in shadow removal tasks. However, GAN-based t…
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement
Chen Zhao, Chenyu Dong, Weiling Cai +1
Underwater visuals undergo various complex degradations, inevitably influencing the efficiency of underwater vision tasks. Recently, diffusion models were employed to underwater im…
Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration
Chen Zhao, Weiling Cai, Chenyu Dong +1
Underwater images are subject to intricate and diverse degradation, inevitably affecting the effectiveness of underwater visual tasks. However, most approaches primarily operate in…
Toward Sufficient Spatial-Frequency Interaction for Gradient-aware Underwater Image Enhancement
Chen Zhao, Weiling Cai, Chenyu Dong +1
Underwater images suffer from complex and diverse degradation, which inevitably affects the performance of underwater visual tasks. However, most existing learning-based Underwater…