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Brian Nlong Zhao

3 accepted papers

2025

DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation

ICLR 2025poster

The popularization of Text-to-Image (T2I) diffusion models enables the generation of high-quality images from text descriptions. However, generating diverse customized images with reference visual attributes remains challenging. This work focuses on personalizing T2I diffusion models at a more abstr…

Cited by 0SourcePDFScholar
2025

Probabilistic Prompt Distribution Learning for Animal Pose Estimation

CVPR 2025poster

Multi-species animal pose estimation has emerged as a challenging yet critical task, hindered by substantial visual diversity and uncertainty. This paper challenges the problem by efficient prompt learning for Vision-Language Pretrained (VLP) models, e.g. CLIP, aiming to resolve the cross-species ge…