Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

Author:

Xu Jiarui1,Liu Sifei2,Vahdat Arash2,Byeon Wonmin2,Wang Xiaolong1,De Mello Shalini2

Affiliation:

1. UC San Diego

2. NVIDIA

Funder

NSF

Publisher

IEEE

Reference91 articles.

1. Diffusion models beat gans on image synthesis;dhariwal;Advances in neural information processing systems,2021

2. Learning transferable visual models from natural language supervision;radford;International Conference on Machine Learning,0

3. ImageNet: A large-scale hierarchical image database

4. Beit v2: Masked image modeling with vector-quantized visual tokenizers;peng;ArXiv Preprint,2022

5. Open-vocabulary panoptic segmentation with maskclip;ding;ArXiv Preprint,2022

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1. Class Semantics Modulation for Open-Set Instance Segmentation;IEEE Robotics and Automation Letters;2024-03

2. Review on Panoptic Segmentation of Images with Text-to-Image and Image-to-Image Diffusion Models;International Journal of Advanced Research in Science, Communication and Technology;2024-02-06

3. Fine-Grained Human Hair Segmentation Using a Text-to-Image Diffusion Model;IEEE Access;2024

4. DiffusionTracker: Targets Denoising Based on Diffusion Model for Visual Tracking;Pattern Recognition and Computer Vision;2023-12-28

5. Out-of-Distribution with Text-to-Image Diffusion Models;Pattern Recognition and Computer Vision;2023-12-28

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