AIGC周刊 | 第14期

Feb 13, 2023

时间： 2023.2.6-2023.2.12

最新技术：

Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models
论文: https://arxiv.org/abs/2302.03900
Concept Algebra for Text-Controlled Vision Models
论文: https://arxiv.org/abs/2302.03693
代码：https://github.com/zihao12/concept-algebra
Neural Congealing: Aligning Images to a Joint Semantic Atlas
论文: https://arxiv.org/abs/2302.03956
主页: https://neural-congealing.github.io
Noise2Music: Text-conditioned Music Generation with Diffusion Models
论文: https://arxiv.org/abs/2302.03917
主页: https://google-research.github.io/noise2music/
A Categorical Archive of ChatGPT Failures
论文：https://arxiv.org/abs/2302.03494
Simple and Effective Synthesis of Indoor 3D Scenes
论文: https://arxiv.org/abs/2204.02960
代码: https://github.com/google-research/se3ds
Zero-shot Image-to-Image Translation
论文: https://arxiv.org/abs/2302.03027
主页: https://pix2pixzero.github.io
Structure and Content-Guided Video Synthesis with Diffusion Models
论文: https://arxiv.org/abs/2302.03011
主页: https://research.runwayml.com/gen1
Regulating ChatGPT and other Large Generative AI Models
论文: https://arxiv.org/abs/2302.02337

开源模型、单卡训练，带你了解爆火的文本指导音频生成技术AudioLDM
https://mp.weixin.qq.com/s/UlkAVWYNrkMGNqtoDuMAGQ
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models https://arxiv.org/abs/2302.04456
Understanding Large Language Models -- A Transformative Reading List
https://sebastianraschka.com/blog/2023/llm-reading-list.html
ChatGPT下的知识图谱审视：一次关于必然影响、未来方向的讨论实录与总结
https://mp.weixin.qq.com/s/IR6uCpit0TpVzDjYz6eTtQ
了解 Transformers 是如何“思考”的 https://mp.weixin.qq.com/s/oNd_Qt2Sax1XR8QvDSoDhQ
使用 LoRA 进行 Stable Diffusion 的高效参数微调 https://mp.weixin.qq.com/s/kEGwA_7qAKhIuoxPJyfNuw

课程：

大模型课程推荐
https://web.okjike.com/originalPost/63e8498a6e744627dd27c574
Noise2music、MusicLM：文本生成音乐效果如何？ https://www.bilibili.com/video/BV1fd4y1E77K
对话大模型中的事实错误：ChatGPT 的缺陷 https://mp.weixin.qq.com/s/CwYb1uLnzrz7s9jXeqSynw
AI 制作 3D 素材｜基于 AI 5 天创建一个农场游戏，第 3 天https://mp.weixin.qq.com/s/v0kEzTE-mf3YdnmeBlPK-A

商业：

案例：

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