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Wenshuang Liu

3 accepted papers

2026

Consistent Noisy Latent Rewards for Trajectory Preference Optimization in Diffusion Models

ICLR 2026poster

Recent advances in diffusion models for visual generation have sparked interest in human preference alignment, similar to developments in Large Language Models. While reward model (RM) based approaches enable trajectory-aware optimization by evaluating intermediate timesteps, they face two critical…

Cited by 0SourceScholar
2022

RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer

ECCV 2022poster

"In this paper, we propose a region adaptive makeup transfer GAN, called RamGAN, for precise region-level makeup transfer. Compared to face-level transfer methods, our RamGAN uses spatial-aware Region Attentive Morphing Module (RAMM) to encode Region Attentive Matrices (RAMs) for local regions like…

2021

Translate the Facial Regions You Like Using Self-Adaptive Region Translation

AAAI 2021technical

With the progression of Generative Adversarial Networks (GANs), image translation methods has achieved increasingly remarkable performance. However, most available methods can only achieve image level translation, which is unable to precisely control the regions to be translated. In this paper, we p…

Cited by 9SourcePDFScholar