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Zening Sun

2 accepted papers

2026

CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think

CVPR 2026

Aligning Diffusion models has achieved remarkable breakthroughs in generating high-quality, human preference-aligned images. Existing techniques, such as supervised fine-tuning (SFT) and DPO-style preference optimization, have become principled tools for fine-tuning diffusion models. However, SFT re

Cited by 0SourceScholar
2026

STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval

CVPR 2026

Training-free zero-shot composed image retrieval models are recently gaining increasing research interest due to their generalizability and flexibility in unseen multimodal retrieval. Recent LLM-based advances focus on generating the expected target caption by exploring the compositional ability beh

Cited by 0SourceScholar