Adversarial
- February 18, 2019
- 0
- Category:
- Tags: activeAdversarialarXiv190205644v1csAIDeepEntropylearningmaximumperceptionreinforcementScenarios
[ad_1] We pose an active perception problem where an autonomous agent actively interacts with a second agent with potentially adversarial behaviors. Given the uncertainty in the intent of the other...
Read more- February 5, 2019
- 0
- Category:
- Tags: AdversarialarXiv190200577v1AttackscsLGGeneralizedlearningmodelsQuantizationRobustnessvector
[ad_1] Adversarial attacks and the development of (deep) neural networks robust against them are currently two widely researched topics. The robustness of Learning Vector Quantization (LVQ) models against adversarial attacks...
Read more- January 31, 2019
- 0
- Category:
- Tags: adaptationAdversarialAdversarial learning;Deep learning;Domain adaptation;Knowledge evolution;Skew-robustnessautomaticdepressiondiagnosticdiscriminativedomainevaluatenetworkseverityskewrobust
[ad_1] Related Articles An automatic diagnostic network using skew-robust adversarial discriminative domain adaptation to evaluate the severity of depression. Comput Methods Programs Biomed. 2019 Jan 17;: Authors: Sun B, Zhang...
Read more- January 21, 2019
- 0
- Category:
- Tags: AdversarialarXiv190106199v1CharactersclassifiercsCVgenerativeHandwritingSuperresolution
[ad_1] Generative Adversarial Networks (GAN) receive great attentions recently due to its excellent performance in image generation, transformation, and super-resolution. However, GAN has rarely been studied and trained for classification,...
Read more- January 18, 2019
- 0
- Category:
- Tags: AdversarialalignmentbasedCitation searchDeepEntrezEvaluatingImageJournal ArticleslearningMedical JournalsMEDLINENational Center for Biotechnology InformationNCBInetworkNLMpub medPubMedregistrationSimilarityUnited States National Library of Medicine
[ad_1] Related Articles Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning based Registration. Med Image Comput Comput Assist Interv. 2018 Sep;11070:739-746 Authors: Fan J, Cao X, Xue Z,...
Read more- December 26, 2018
- 0
- Category:
- Tags: Adversarialapplicationsdeep learning;generative adversarial networks;medical imagesgenerativeImageMedicalnetworksprocessing
[ad_1] Related Articles [Applications of generative adversarial networks in medical image processing]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2018 Jun 01;35(6):970-976 Authors: Pan D, Jia L, Zeng...
Read more- December 12, 2018
- 0
- Category:
- Tags: AdversarialImageMRI;adversarial network;deep learning;image annotation;segmentationnetworkSegmentstructureSusanunannotated
[ad_1] Related Articles SUSAN: segment unannotated image structure using adversarial network. Magn Reson Med. 2018 Dec 10;: Authors: Liu F Abstract PURPOSE: To describe and evaluate a segmentation method using...
Read more- November 18, 2018
- 0
- Category:
- Tags: Adversarialbook chaptersconference proceedingsDeformationdigital web resourcesdiscoveryImageJournal ArticlesnetworksNeuralopen accessopen access repositoryregistrationRegularizationresearchthesestraininguclucl discoveryucl libraryucl research
[ad_1] Hu, Y; Gibson, E; Ghavami, N; Bonmati, E; Moore, CM; Emberton, M; Vercauteren, T; ... Barratt, DC; + view all Hu, Y; Gibson, E; Ghavami, N; Bonmati, E; Moore,...
Read more- November 13, 2018
- 0
- Category:
- Tags: "text"AdversarialGeneratingtraining
[ad_1] There was a really cute paper at the GAN workshop this year, Generating Text via Adversarial Training by Zhang, Gan, and Carin. In particular, they make a couple of...
Read more- October 18, 2018
- 0
- Category:
- Tags: Adversarialclassificationdata analysisdata sciencemachine learningPartrandom forestregressionspearmintValidationvowpal wabbit
Adversarial validation, part two Source link
Read more- September 30, 2018
- 0
- Category:
- Tags: AdversarialFacesFakegenerativeintellectualnetworksperspectivepropertyrise
The tremendous growth in the artificial intelligence (AI) sector over the last several years may be attributed in large part to the proliferation of so-called big data. But even today,...
Read more- September 5, 2018
- 0
- Category:
- Tags: AdversarialarXiv180900130v1csSIgenerativeGraphslearningnetsSemisupervised
We investigate how generative adversarial nets (GANs) can help semi-supervised learning on graphs. We first provide insights on working principles of adversarial learning over graphs and then present GraphSGAN, a...
Read more- August 27, 2018
- 0
- Category:
- Tags: AdversarialexamplesFoolingImagerecognition
Fooling Image Recognition with Adversarial Examples Source link
Read more- July 28, 2018
- 0
- Category:
- Tags: AdversarialarXiv180709936v1csLGgenerativeImitationlearningMultiAgent
Imitation learning algorithms can be used to learn a policy from expert demonstrations without access to a reward signal. However, most existing approaches are not applicable in multi-agent settings due...
Read more