Tag: Image Generation
All the articles with the tag "Image Generation".
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PICD: Versatile Perceptual Image Compression with Diffusion Rendering
Published: at 11:10 AM
95.81 🤔PICD introduces a versatile perceptual image compression codec using diffusion rendering with three-tiered conditioning to achieve high text accuracy and visual quality for both screen and natural images, outperforming existing methods in key metrics like FID and text accuracy.
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Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning
Published: at 11:36 AM 93.91 🤔Selftok introduces a non-spatial autoregressive visual tokenizer using diffusion timesteps, unifying vision-language models and enabling effective reinforcement learning for superior text-to-image generation, as demonstrated on GenEval and DPG-Bench benchmarks.
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X-Fusion: Introducing New Modality to Frozen Large Language Models
Published: at 04:31 PM 66.52 🤔本文提出X-Fusion框架，通過凍結LLM參數並添加雙塔結構，高效實現多模態理解和生成，同時保留原始語言能力。
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Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
Published: at 04:31 PM 59.95 🤔本文提出Token-Shuffle方法，通过利用视觉词汇维度冗余动态合并和恢复图像令牌，实现高效的高分辨率文本到图像生成，同时在统一自回归框架下保持出色性能。