Deep Learning Publication Navigator - subtopic: adversarial


Year TitleAuthor
2017   SalGAN: Visual Saliency Prediction with Generative Adversarial Networks  J Pan, C Canton, K McGuinness, NE O'Connor
2017   Perceptual Adversarial Networks for Image-to-Image Transformation  C Wang, C Xu, C Wang, D Tao
2017   Distributional Adversarial Networks  C Li, D Alvarez
2017   Semi-supervised Semantic Segmentation using Generative Adversarial Networks  THP Jensen
2017   Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks  J Son, SJ Park, KH Jung
2017   Deep Semantic Hashing with Generative Adversarial Networks  Z Qiu, Y Pan, T Yao, T Mei
2017   Towards Understanding the Dynamics of Generative Adversarial Networks  J Li, A Madry, J Peebles, L Schmidt
2017   Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   SCAN: Structure Correcting Adversarial Network for Chest X-rays Organ Segmentation  W Dai, J Doyle, X Liang, H Zhang, N Dong, Y Li
2017   Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets  K Hausman, Y Chebotar, S Schaal, G Sukhatme, J Lim
2017   Domain Adaptation with Randomized Multilinear Adversarial Networks  M Long, Z Cao, J Wang, MI Jordan
2017   Stabilizing Training of Generative Adversarial Networks through Regularization  K Roth, A Lucchi, S Nowozin, T Hofmann
2017   Generative Adversarial Reservoirs for natural video prediction  JJ Hintz
2017   Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation  Y Chen, C Shen, XS Wei, L Liu, J Yang
2017   Using image quality metrics to identify adversarial imagery for deep learning networks  J Harguess, J Miclat, J Raheema
2017   Towards Consistency of Adversarial Training for Generative Models  M Sinn, A Rawat
2017   Approximation and Convergence Properties of Generative Adversarial Learning  S Liu, O Bousquet, K Chaudhuri
2017   SegAN: Adversarial Network with Multi-scale $ L_1 $ Loss for Medical Image Segmentation  Y Xue, T Xu, H Zhang, R Long, X Huang
2017   Language Generation with Recurrent Generative Adversarial Networks without Pre-training  O Press, A Bar, B Bogin, J Berant, L Wolf
2017   Unsupervised Image-to-Image Translation with Generative Adversarial Networks  H Dong, P Neekhara, C Wu, Y Guo
2017   Universal Adversarial Perturbations Against Semantic Image Segmentation  JH Metzen, MC Kumar, T Brox, V Fischer
2017   Depth and Complexity of Deep Generative Adversarial Networks  HV Yamazaki, T Yamaguchi
2017   Variational Approaches for Auto-Encoding Generative Adversarial Networks  M Rosca, B Lakshminarayanan, D Warde
2017   GibbsNet: Iterative Adversarial Inference for Deep Graphical Models  A Lamb, RD Hjelm, Y Ganin, JP Cohen, A Courville
2017   Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks  L Mescheder, S Nowozin, A Geiger
2017   DeLiGAN: Generative Adversarial Networks for Diverse and Limited Data  S Gurumurthy, RK Sarvadevabhatla
2017   Creating Virtual Universes Using Generative Adversarial Networks  M Mustafa, D Bard, W Bhimji, R Al
2017   Improving the robustness of neural networks using K-support norm based adversarial training  SW Akhtar, S Rehman, M Akhtar, MA Khan, F Riaz
2017   Generative Adversarial Networks for Noise Reduction in Low-Dose CT  JM Wolterink, T Leiner, MA Viergever, I Isgum
2017   NIPS 2016 Tutorial: Generative Adversarial Networks  I Goodfellow
2017   A-NICE-MC: Adversarial Training for MCMC  J Song, S Zhao, S Ermon
2017   Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds  M Ravanbakhsh, E Sangineto, M Nabi, N Sebe
2017   Generative Adversarial Networks  S Halbritter
2017   Adversarial Examples for Semantic Image Segmentation  V Fischer, MC Kumar, JH Metzen, T Brox
2017   Adversarial Inversion: Inverse Graphics with Adversarial Priors  HYF Tung, A Harley, W Seto, K Fragkiadaki
2017   Adversarial Ranking for Language Generation  K Lin, D Li, X He, Z Zhang, MT Sun
2017   Controllable Invariance through Adversarial Feature Learning  Q Xie, Z Dai, Y Du, E Hovy, G Neubig
2017   Adversarial Generation of Natural Language  S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville
2017   Megapixel Size Image Creation using Generative Adversarial Networks  M Marchesi
2017   Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models  GL Guimaraes, B Sanchez
2017   Weakly Supervised Generative Adversarial Networks for 3D Reconstruction  JY Gwak, CB Choy, A Garg, M Chandraker, S Savarese
2017   Deep Generative Adversarial Networks for Compressed Sensing Automates MRI  M Mardani, E Gong, JY Cheng, S Vasanawala
2017   Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery  T Schlegl, P Seeböck, SM Waldstein, U Schmidt
2017   Stabilizing Adversarial Nets With Prediction Methods  A Yadav, S Shah, Z Xu, D Jacobs, T Goldstein
2017   Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets  J Guo, B Lei, C Ding, Y Zhang
2017   Continual Learning in Generative Adversarial Nets  A Seff, A Beatson, D Suo, H Liu
2017   LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks  J Hayes, L Melis, G Danezis, E De Cristofaro
2017   Semantically Decomposing the Latent Spaces of Generative Adversarial Networks  C Donahue, A Balsubramani, J McAuley, ZC Lipton
2017   Deep Adversarial 3D Shape Net  C Lin, D Liu, A Kelly
2017   Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering  S Joty, P Nakov, L Màrquez, I Jaradat
2017   Perceptual Generative Adversarial Networks for Small Object Detection  J Li, X Liang, Y Wei, T Xu, J Feng, S Yan
2017   Interactive 3D Modeling with a Generative Adversarial Network  J Liu, F Yu, T Funkhouser
2017   On the Possibility of Conditional Adversarial Networks for SAR Template Generation  N Merkle, P Fischer, S Auer, R Müller
2017   CAN: Creative Adversarial Networks, Generating" Art" by Learning About Styles and Deviating from Style Norms  A Elgammal, B Liu, M Elhoseiny, M Mazzone
2017   Hiding in Plain Sight: Adversarial Neural Net Facial Recognition  C Qian, D Dobkin
2017   Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks  Y Liu, Z Qin, Z Luo, H Wang
2017   Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations  J Deng, N Cummins, M Schmi, K Qian, F Ringeval
2017   Multi-phase Offline Signature Verification System Using Deep Convolutional Generative Adversarial Networks  Z Zhang, X Liu, Y Cui
2017   Adversarial Examples Generation and Defense Based on Generative Adversarial Network  F Xia, R Liu
2017   Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN  H Lee, S Han, J Lee
2017   CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks  M Paganini, L de Oliveira, B Nachman
2017   Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks  J Chang, S Scherer
2017   Adversarial Image Alignment and Interpolation  V Jain
2017   High-Quality Face Image SR Using Conditional Generative Adversarial Networks  H Bin, C Weihai, W Xingming, L Chun
2017   Variance Regularizing Adversarial Learning  K Grewal, RD Hjelm, Y Bengio
2017   Image Reconstruction by Generative Adversarial Networks  M Huang, K Frans, M Tory, J Zhang
2017   Adversarial Network Bottleneck Features for Noise Robust Speaker Verification  H Yu, ZH Tan, Z Ma, J Guo
2017   Adversarial Feature Matching for Text Generation  Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen
2017   Generate Identity-Preserving Faces by Generative Adversarial Networks  Z Li, Y Luo
2017   An Online Learning Approach to Generative Adversarial Networks  P Grnarova, KY Levy, A Lucchi, T Hofmann, A Krause
2017   Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking  V Vukotic, C Raymond, G Gravier
2016   Generating images with recurrent adversarial networks  DJ Im, CD Kim, H Jiang, R Memisevic
2016   Associative Adversarial Networks  T Arici, A Celikyilmaz
2016   Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks  E Denton, S Gross, R Fergus
2016   StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Huang, X Wang
2016   Practical Black-Box Attacks against Deep Learning Systems using Adversarial Examples  N Papernot, P McDaniel, I Goodfellow, S Jha
2016   SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient  L Yu, W Zhang, J Wang, Y Yu
2016   Multi-class Generative Adversarial Networks with the L2 Loss Function  X Mao, Q Li, H Xie, RYK Lau, Z Wang
2016   On The Integrity Of Deep Learning Systems In Adversarial Settings  N Papernot
2016   Generative Adversarial Text to Image Synthesis  S Reed, Z Akata, X Yan, L Logeswaran, B Schiele
2016   Generative Image Modeling using Style and Structure Adversarial Networks  X Wang, A Gupta
2016   Generative Adversarial Networks as Variational Training of Energy Based Models  S Zhai, Y Cheng, R Feris, Z Zhang
2016   Adversarial Feature Learning  J Donahue, P Krähenbühl, T Darrell
2016   Learning from Simulated and Unsupervised Images through Adversarial Training  A Shrivastava, T Pfister, O Tuzel, J Susskind, W Wang
2016   Generating Images Part by Part with Composite Generative Adversarial Networks  H Kwak, BT Zhang
2016   SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks  A Ghosh, B Bhattacharya, SBR Chowdhury
2016   Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks  C Li, M Wand
2016   Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network  C Ledig, L Theis, F Huszar, J Caballero, A Aitken
2016   Adversarial Ladder Networks  JM Molano, AA Colomer, RP Palacios
2016   Medical Image Synthesis with Context-Aware Generative Adversarial Networks  D Nie, R Trullo, C Petitjean, S Ruan, D Shen
2016   Virtual Adversarial Training for Semi-Supervised Text Classification  T Miyato, AM Dai, I Goodfellow
2015   Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks  E Denton, S Chintala, A Szlam, R Fergus
2015   Improving Back-Propagation by Adding an Adversarial Gradient  A Nøkland
2015   Conditional generative adversarial nets for convolutional face generation  J Gauthier
2015   The Limitations of Deep Learning in Adversarial Settings  N Papernot, P McDaniel, S Jha, M Fredrikson, ZB Celik
2015   Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks  N Papernot, P McDaniel, X Wu, S Jha, A Swami
2015   Adversarial Autoencoders  A Makhzani, J Shlens, N Jaitly, I Goodfellow
2014   Conditional Generative Adversarial Nets  M Mirza, S Osindero
2014   Generative Adversarial Nets  IJ Goodfellow, J Pouget
2014   Towards Deep Neural Network Architectures Robust to Adversarial Examples  S Gu, L Rigazio