GitHub 热门项目:VAR

摘要

GitHub项目:VAR 仓库地址:https://github。com/FoundationVision/VAR Stars:8688 | 作者:FoundationVision 项目描述:[NeurIPS 2024 Best Paper Award][GPT beats diffusion。] [scaling laws in visual generation。

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2026-05-23 1 阅读 GitHub Trending
GitHub 项目:VAR 仓库地址:https://github.com/FoundationVision/VAR 星级:8688 | 作者:FoundationVision 项目描述:[NeurIPS 2024 最佳论文奖][GPT 击败扩散?] [视觉生成中的缩放定律?] 官方实现。 “视觉自回归建模:通过下一代预测生成可扩展图像”。用于自回归图像生成的*超简单、用户友好且最先进的*代码库! =================================================== 自述文件内容: # VAR:一种新的视觉生成方法将 GPT 式模型提升到超越扩散? 和观察到的缩放定律? [![演示平台](https://img.shields.io/badge/Play%20with%20VAR%21-VAR%20demo%20platform-lightblue)](https://opensource.bytedance.com/gmpt/t2i/invite)  [![arXiv](https://img.shields.io/badge/arXiv%20paper-2404.02905-b31b1b.svg)](https://arxiv.org/abs/2404.02905)  [![huggingface 权重](https://img.shields.io/badge/%F0%9F%A4%97%20Weights-FoundationVision/var-yellow)](https://huggingface.co/FoundationVision/var)  [![SOTA](https://img.shields.io/badge/State%20of%20the%20Art-Image%20Generation%20on%20ImageNet%20 %28AR%29-32B1B4?徽标=数据%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iNjA2IiBoZWlnaHQ9IjYwNiIgeG 1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGlua yIgb3ZlcmZsb3c9ImhpZGRlbiI%2BPGRlZnM%2BPGNsaXBQYXRoIGlkPSJjbGlwMCI%2BPHJlY3QgeD0iLTEiIHk9Ii0xIiB3aW R0aD0iNjA2IiBoZWlnaHQ9IjYwNiIvPjwvY2xpcFBhdGg%2BPC9kZWZzPjxnIGNsaXAtcGF0aD0idXJsKCNjbGlwMCkiIHRyYW 5zZm9ybT0idHJhbnNsYXRlKDEgMSkiPjxyZWN0IHg9IjUyoSigeT0iNjYiIHdpZHROPSI1NiIgaGVpZ2h0PSI0NzMiIGZpbGw9I iM0NEYRjYiLz48cmVjdCB4PSIxOSIgeT0iNjYiIHdpZHROPSI1NyIgaGVpZ2h0PSI0NzMiIGZpbGw9IiM0NEYyRjYiLz48cmVj DCB4PSIyNzQiIHk9IjE1MSIgd2lkdGg9IjU3IiBoZWlnaHQ9IjMwMiIgZmlsbD0iIzQ0RjJGNiIvPjxyZWN0IHg9IjEwNCIgeT0 iMTUxIiB3aWR0aD0iNTciIGhlaWdodD0iMzayIiBmaWxsPSIjNDRGMky2Ii8%2BPHJly3QgeD0iNDQ0IiB5PSIxNTEiIHdpZHR OPSI1NyIgaGVpZ2h0PSIzMDIiIGZpbGw9IiM0NEYyRjYiLz48cmVjdCB4PSIzNTkiIHK9IjE3MCIgd2lkdGg9IjU2IiBoZWlnaH Q9IjI2NCIgZmlsbD0iIzQ0RjJGNiIvPjxyZWN0IHg9IjE4OCIgeT0iMTcwIiB3aWR0aD0iNTciIGhlaWdodD0iMjY0IiBmaWxsP SIjNDRGMky2Ii8%2BPHJly3QgeD0iNzYiIHK9IjY2IiB3aWR0aD0iNDCIIGhlaWdodD0iNTciIGZpbGw9Iim0NEYyRjYiLz48cm VjDCB4PSI0ODIiIHK9IjY2IiB3aWR0aD0iNDCIIGhlaWdodD0iNTciIGZpbGw9IiM0NEYyRjYiLz48cmVjdCB4PSI3NiIgeT0i NDgyIiB3aWR0aD0iNDciIGhlaWdodD0iNTciIGZpbGw9IiM0NEYyRjYiLz48cmVjdCB4PSI0ODIiIHk9IjQ4MiIgd2lkdGg9IjQ 3IiBoZWlnaHQ9IjU3IiBmaWxsPSIjNDRGMkY2Ii8%2BPC9nPjwvc3ZnPg%3D%3D)](https://paperswithcode.com/sota/image- Generation-on-imagenet-256x256?tag_filter=485&p=visual-autoregressive-modeling-scalable-image)
视觉自回归建模:通过下一代预测生成可扩展的图像

NeurIPS 2024 最佳论文


## 新闻 * **2025-11:** 我们发布了基于 VAR 和 Infinity 的文本到视频生成模型 **InfinityStar**,请查看 [Infinity⭐️](https://github.com/FoundationVision/InfinityStar)。 * **2025 年 11 月:** ? InfinityStar 被接受为 **NeurIPS 2025 Oral。** * **2025-04:** ? Infinity 被接受为 **CVPR 2025 Oral。** * **2024-12:** ? VAR 获得 **NeurIPS 2024 最佳论文奖**。 * **2024-12:** ? 我们重新