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Jianlin Feng

2 accepted papers

2024

Unleashing Text-to-Image Diffusion Prior for Zero-Shot Image Captioning

ECCV 2024poster

"Recently, zero-shot image captioning has gained increasing attention, where only text data is available for training. The remarkable progress in text-to-image diffusion model presents the potential to resolve this task by employing synthetic image-caption pairs generated by this pre-trained prior.…

Cited by 0SourcePDFScholar
2023

Semantic-Conditional Diffusion Networks for Image Captioning

CVPR 2023poster

Recent advances on text-to-image generation have witnessed the rise of diffusion models which act as powerful generative models. Nevertheless, it is not trivial to exploit such latent variable models to capture the dependency among discrete words and meanwhile pursue complex visual-language alignmen…