kolaye — accepted AI-conference papers

2025

AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting

Zihao Han, Baoquan Zhang, Lisai Zhang, Shanshan Feng, Kenghong Lin, Guotao Liang +3

AAAI 2025technical

Image inpainting is an important image generation task, which aims to restore corrupted image from partial visible area. Recently, diffusion Schrödinger bridge methods effectively tackle this task by modeling the translation between corrupted and target images as a diffusion Schrödinger bridge proce…

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2024

LG-VQ: Language-Guided Codebook Learning

Liang Guotao, Baoquan Zhang, Yaowei Wang, Yunming Ye, Xutao Li, Wanghuaibin +3

NeurIPS 2024poster

Vector quantization (VQ) is a key technique in high-resolution and high-fidelity image synthesis, which aims to learn a codebook to encode an image with a sequence of discrete codes and then generate an image in an auto-regression manner. Although existing methods have shown superior performance,…

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