(Paper-Reading) A Comprehensive Analysis of Deep Regression Introduction Regression could also be formulated as classification, why should we dig into this topic? First, there is an inherent trade-off between the complexity of the optimization problem and the 2022-04-04
(Paper Reading) Future Research Directions on Domain Generalization 最近在研究领域泛化，想找个方向做点东西，于是整理了最近看的一篇综述Domain Generalization in Vision: A Survey[1]，希望能从中有所收获。 发展方向作者从三个方面进行了总结：模型结构、学习方法和评价基准（Benchmark）。 模型结构动态结构（Dynamic Architectures）在源域训练好后，神经网络的参数通常就固定了下来，充当一个特征提取器，直接 2022-01-05 Tech DL DG paper
(Paper Reading) Adaptive Methods for Real-World Domain Generalization Introduction 建立了一个DG大规模数据集Geo-YFCC，考虑到了长尾分布 用了最naive的方法ERM，但却取得了非常好的效果 “In our work, we propose an adaptive classifier that can be adapted to any new domain using very few unlabelled samples without a 2021-12-30 Tech DL DG paper
(Paper Reading) 近期关于领域泛化文章的归纳整理 Introduction领域泛化（Domain Generalization, DG），不同于领域自适应（Domain Adaptation, DA），在训练过程中无法接触到目标域的数据，因此比DA更加困难，是一个新坑。 Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (T3A)High 2021-12-22 Tech DL DG paper summary
(Paper Reading) Efficient Deep Learning Survey A Survey on Making Deep Learning Models Smaller, Faster, and Better Published by Google Research. 1. Main challenges in deep learning areas Sustainable Server-Side Scaling. deploying and letting inference run for over a long period of time could still turn out to be e 2021-12-04 Tech DL Compression paper google
Github + Hexo 搭建博客踩坑指南 开博语之前是用阿里云的服务器搭建博客，但学生优惠用完了，年费太贵，遂白嫖GitHub重新搭建博客。回顾之前的写作内容，深感个人输出能力极其欠缺，故借再开博客之机，重整旗鼓，用心写作，以练世事之洞察、情理之分析、表达之逻辑！ 搭建博客中的坑Github+Hexo的组合网上已有许多资料，我参考的是这份知乎高赞教程[1]，但在具体搭建过程中依然踩了不少坑，我将填这些坑的方案整理了一下，你如若也踩到了相似 2021-11-03 Others blog blog pit github hexo