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Visual_Object_Category_Recognition_fergus_thesis.r
- Visual Object Category Recognition Robert Fergus Phd thesis. 2005 牛津大学博士学位论文。 研究内容为面向分类的目标识别。 主要研究内容为： 1、constellation model 2、加入location信息的改进的LDA model
bag-of-words
- bag-of-words by R. Fergus, L. Fei-Fei and A. Torralba
remove-camera-shake-from-image
- Fergus, R 写的关于图像去抖动很好的一篇论文，作者有公开代码在他的主页上-one of Fergus, R s papers about removing camera shake from a single photograph,we can download it s source code from his homepage.
Fergus-Perona
- We present a method to learn and recognize object class models from unlabeled and unsegmented cluttered scenes in a scale invariant manner. Objects are modeled as flexible constellations of parts. A probabilistic representation is used for al
fastdeconv
- 图像反卷积 来自D. Krishnan, R. Fergus中提到的方法-image deconvolution The Matlab functions in this directory solve the deconvolution problem in the paper D. Krishnan, R. Fergus: "Fast Image Deconvolution using Hyper-Laplacian Priors", Proceedings of NIPS
blind_deblur(Fergus-R)
- 本压缩文件是用matlab实现图像模糊恢复，代码超级详细，有实例。-The compressed file image blur restoration with matlab, the the super detailed code, there are instances.
Spectral Hashing
- ---------------------------------------------------------- Spectral Hashing Y. Weiss, A. Torralba, R. Fergus Advances in Neural Information Processing Systems, 2008. ----------------------------------------------------------
blind_deblur(Fergus-R)
- 基于matlab模糊图像处理的一些m代码。主要有模糊核的计算 以及运动模糊图像的复原-M matlab code based on some fuzzy image processing. There are fuzzy core computing and motion-blurred image restoration, etc.
deconvSps
- 该程序是Levin在2007年参会报告的，利用稀疏退卷积算法，对编码孔径相机进行图像和深度恢复的工作。-This package contains an implementation of the sparse deconvolution algorithm described in the paper:A. Levin, R. Fergus, F. Durand and W. T. Freeman: Image and Depth a Conventional Camera with a
sh
- Spectral Hashing Y. Weiss, A. Torralba, R. Fergus. Advances in Neural Information Processing Systems, 2008. 所对应的示例的matlab代码，完整可运行 -Spectral Hashing Y. Weiss, A. Torralba, R. Fergus. Advances in Neural Information Processing Systems, 2008.
DeconvolutionCode-LevinEtAl07.tar
- This package contains an implementation of the sparse deconvolution algorithm described in the paper: A. Levin, R. Fergus, F. Durand and W. T. Freeman: Image and Depth a Conventional Camera with a Coded Aperture, SIGGRAPH 2007.-This package
spectralhashing
- Spectral Hashing Y. Weiss, A. Torralba, R. Fergus Advances in Neural Information Processing Systems, 2008
deblur_code_1_2
- 2006, Fergus, Removing Camera Shake from Single Image 代码(2006, Fergus, Removing Camera Shake from Single Image)
deblur_code_1_2
- 2006 ACM Removing Camera Shake From A Single Photograph( Rob Fergus)
1709.04326
- 多智能体设置在机器学习中的重要性日益突出。超过了最近的大量关于深度的工作多agent强化学习，层次强化学习，生成对抗网络和分散优化都可以看作是这种设置的实例。然而，多学习代理人的存在这些设置使得培训问题的非平稳常常导致不稳定的训练或不想要的最终结果。我们提出学习与对手的学习意识（萝拉），一种方法，原因的预期。其他代理的学习。罗拉学习规则包括一个额外的术语，解释了在预期的参数更新的代理政策其他药物。我们发现，利用似然比策略梯度更新的方法，可以有效地计算萝拉更新规则，使该方法适合于无模型强化学习。这
blind_deblur(Fergus,R)
- 运动模糊图像复原算法 matlab源码(matlab Motion blur image restoration)