2025-W46周总

本周小结

前半周大战运筹学期中去了；在想自己这学期选运筹学这门选修课到底是不是正确的抉择；希望期末能熬过来；这学期期末最关键三门是数电现控运筹学；

后半周在大战anet的训练，de了半天bug，尝试了许多架构改动，但似乎还是训不work；现在科研进入瓶颈期了；希望11月能有一些实质性进展

另外感觉纯在个人网站写似乎没有被监督的驱动力，打算后续一些技术文章放知乎，然后日总周总放知乎想法；

反思精进

新坑

开一个新的系列，是一些个人觉得实用的网站分享集合； 另外占个坑，期末考完打算基于https://github.com/TideDra/zotero-arxiv-daily 搞一个自己用起来比较顺手的每日论文推荐agent，打算跟gemini自定义的论文总结agent结合起来；

noise优化/操作

Inference-Time Alignment of Diffusion Models with Direct Noise Optimization Initno: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization IS-Diff: Improving Diffusion-Based Inpainting with Better Initial Seed Noise-Level Diffusion Guidance: Well Begun is Half Done NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation Norm-guided latent space exploration for text-to-image generation

cfg guidance 优化

Towards a Golden Classifier-Free Guidance Path via Foresight Fixed Point Iterations 这篇算一个集大成之作，统一视角阐释

CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention Improving Sample Quality of Diffusion Models Using Self-Attention Guidance Guiding a Diffusion Model with a Bad Version of Itself

分享

cspaper.org 可用llm来给自己论文提修改建议

想做&下周规划

恢复正常日总节奏，全力冲刺11月完稿；想要变得更强，11月加油！