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Sicheng Gao

3 accepted papers

2024

Controllable Mind Visual Diffusion Model

AAAI 2024technical

Brain signal visualization has emerged as an active research area, serving as a critical interface between the human visual system and computer vision models. Diffusion-based methods have recently shown promise in analyzing functional magnetic resonance imaging (fMRI) data, including the reconstruct…

2024

ZONE: Zero-Shot Instruction-Guided Local Editing

CVPR 2024poster

Recent advances in vision-language models like Stable Diffusion have shown remarkable power in creative image synthesis and editing.However most existing text-to-image editing methods encounter two obstacles: First the text prompt needs to be carefully crafted to achieve good results which is not in…

2023

Implicit Diffusion Models for Continuous Super-Resolution

CVPR 2023poster

Image super-resolution (SR) has attracted increasing attention due to its wide applications. However, current SR methods generally suffer from over-smoothing and artifacts, and most work only with fixed magnifications. This paper introduces an Implicit Diffusion Model (IDM) for high-fidelity continu…