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Motion Guided Token Compression for Efficient Masked Video Modeling
By implementing MGTC with the masking ratio of 25\%, we further augment accuracy by 0. 1 and simultaneously reduce computational costs by over 31\% on Kinetics-400.
APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic Text Image Generation
Style-guided text image generation tries to synthesize text image by imitating reference image's appearance while keeping text content unaltered.
Low-light Image Enhancement Algorithm Based on Retinex and Generative Adversarial Network
In this work, the authors propose a novel approach for processing low-light images based on the Retinex theory and generative adversarial network (GAN), which is composed of the decomposition part for splitting the image into illumination image and reflected image, and the enhancement part for generating high-quality image.
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