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Jiechong Song

3 accepted papers

2024

DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models

ICLR 2024spotlight

Despite the ability of text-to-image (T2I) diffusion models to generate high-quality images, transferring this ability to accurate image editing remains a challenge. In this paper, we propose a novel image editing method, DragonDiffusion, enabling Drag-style manipulation on Diffusion models. Specifi…

2023

Large-Capacity and Flexible Video Steganography via Invertible Neural Network

CVPR 2023poster

Video steganography is the art of unobtrusively concealing secret data in a cover video and then recovering the secret data through a decoding protocol at the receiver end. Although several attempts have been made, most of them are limited to low-capacity and fixed steganography. To rectify these we…

2023

Optimization-Inspired Cross-Attention Transformer for Compressive Sensing

CVPR 2023poster

By integrating certain optimization solvers with deep neural networks, deep unfolding network (DUN) with good interpretability and high performance has attracted growing attention in compressive sensing (CS). However, existing DUNs often improve the visual quality at the price of a large number of p…