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Manlin Zhang

3 accepted papers

2024

Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis

CVPR 2024highlight

Diffusion model is a promising approach to image generation and has been employed for Pose-Guided Person Image Synthesis (PGPIS) with competitive performance. While existing methods simply align the person appearance to the target pose they are prone to overfitting due to the lack of a high-level se…

2023

UGC: Unified GAN Compression for Efficient Image-to-Image Translation

ICCV 2023poster

Recent years have witnessed the prevailing progress of Generative Adversarial Networks (GANs) in image-to-image translation. However, the success of these GAN models hinges on ponderous computational costs and labor-expensive training data. Current efficient GAN learning techniques often fall into t…

Cited by 4PDFcodeScholar
2022

Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning

AAAI 2022technical

Despite the great progress in video understanding made by deep convolutional neural networks, feature representation learned by existing methods may be biased to static visual cues. To address this issue, we propose a novel method to suppress static visual cues (SSVC) based on probabilistic analysis…