Robust
Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition-2023
任务：人类活动识别任务Human Activity Recognition HAR 指标：系统准确性、公平性、鲁棒性、可扩展性 方法：1. 提出一个带有层次聚类（针对鲁棒性和公平的HAR）个性化的FL框架FedCHAR；通过聚类（利用用户之间的内在相似关系）提高模型性能的准确性、公平性、鲁棒性。 2 ......
A Robust Method for Electrical Equipment Infrared and Visible Image Registration读书笔记
A Robust Method for Electrical Equipment Infrared and Visible Image Registration -2022 主要方法：（跟上一篇方法很像） 该论文主要由三部分构成：Radiation-invariant transform，LoFTR ......
Robust Graph Representation Learning via Neural Sparsification
目录概符号说明NeuralSparse Zheng C., Zong B., Cheng W., Song D., Ni J., Yu W., Chen H. and Wang W. Robust graph representation learning via neural sparsifica ......
【PRC】鲁棒跨域伪标记和对比学习的无监督域自适应NIR-VIS人脸识别 Robust Cross-Domain Pseudo-Labeling and Contrastive Learning for Unsupervised Domain Adaptation NIR-VIS Face Recognition
【该文章为杨学长的文章，膜拜】 探索跨领域数据中的内在关系并学习领域不变表示 由于需要在低光照条件下实现24h的人脸识别，近红外加可见光的(NIR-VIS)人脸识别受到了更多的关注。但是数据标注是一个难点。该文章提出了Robust crossdomain Pseudo-labeling and Co ......
论文解读（LR2E）《Learning to Reweight Examples for Robust Deep Learning》
Note：[ wechat：Y466551 | 可加勿骚扰，付费咨询 ] 论文信息 论文标题：Learning to Reweight Examples for Robust Deep Learning论文作者：Mengye Ren、Wenyuan Zeng、Bin Yang、Raquel Urta ......
论文阅读笔记：Quasi-Newton solver for robust non-rigid registration
论文题目：[Quasi-Newton solver for robust non-rigid registration](https://openaccess.thecvf.com/content_CVPR_2020/html/Yao_Quasi-Newton_Solver_for_Robust_N ......
VINS-Mono: A Robust and Versatile Monocular Visual-Inertial State Estimator-翻译
摘要：本文介绍了一种单目视觉惯性系统（VINS），用于在各种环境中进行状态估计。单目相机和低成本惯性测量单元(IMU)构成了六自由度状态估计的最小传感器套件。我们的算法通过有界滑动窗口迭代地优化视觉和惯性测量，以实现精确的状态估计。视觉结构是通过滑动窗口中的关键帧来维护的，而惯性度量则是通过关键帧之 ......
Occupancy Grid Map to Pose Graph-based Map: Robust BIM-based 2D- LiDAR Localization for Lifelong Indoor Navigation in Changing and Dynamic Environments
将占据栅格地图转换为基于姿态图的地图：基于BIM的2D LiDAR定位在变化和动态环境中实现终身室内导航的鲁棒性。 摘要： 许多研究都依赖于事实上的标准自适应蒙特卡罗定位（AMCL）方法，以在从建筑信息模型（BIM模型）提取的占用栅格地图（OGM）中定位机器人。然而，大多数这些研究都假设BIM模型准 ......
[论文阅读] DGFont++ Robust Deformable Generative Networks for Unsupervised Font Generation
## Pre title: DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation accepted: Arxiv 2022 paper: https://arxiv.org/abs/2212. ......
Robust Deep Reinforcement Learning through Adversarial Loss
郑重声明：原文参见标题，如有侵权，请联系作者，将会撤销发布！ 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Abstract 最近的研究表明，深度强化学习智能体很容易受到智能体输入上的小对抗性扰动的影响 ......
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations
郑重声明：原文参见标题，如有侵权，请联系作者，将会撤销发布！ NeurIPS 2020 ......
2022CVPR_Toward Fast, Flexible, and Robust Low-Light Image Enhancement（SCI_main）
1. motivation （1）低光增强不能处理复杂的场景 （2）需要耗费大量的计算 2.contribution （1）节省计算 （2）发明了自监督的SCI模块（SCI的核心是引入额外的网络模块（自校准照明）来辅助训练，而不是用于测试） 大佬链接：(11条消息) 低照度增强--论文阅读【《Tow ......
论文解读《Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy》
论文信息 论文标题：Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy论文作者：Alex LambVikas VermaKenji Kawa ......
Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness
郑重声明：原文参见标题，如有侵权，请联系作者，将会撤销发布！ ......
迁移学习《Efficient and Robust Pseudo-Labeling for Unsupervised Domain Adaptation》
论文信息 论文标题：Efficient and Robust Pseudo-Labeling for Unsupervised Domain Adaptation论文作者：Hochang Rhee、Nam Ik Cho论文来源：2019——ICML论文地址：download 论文代码：downloa ......
[论文阅读] Diff-Font: Diffusion Model for Robust One-Shot Font Generation
pre title: Diff-Font: Diffusion Model for Robust One-Shot Font Generation accepted: arxiv 2022 paper: https://arxiv.org/abs/2212.05895 code: none ref: ......
【论文翻译】An optimization framework for designing robust cascade biquad feedback controllers on active noise cancellation headphones
下载地址：An optimization framework for designing robust cascade biquad feedback controllers on active noise cancellation headphones Abstract 本文提出了一种直接在有源降 ......