Generative Adversarial Networks

10 June 2014

Aaron Courville

Papers citing "Generative Adversarial Networks"

50 / 359 papers shown

Title
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Kevin Chen Chris Choy Manolis Savva Angel X. Chang Thomas Funkhouser Silvio Savarese 3DV 32 247 0 22 Mar 2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari GAN 19 40 0 22 Mar 2018
Addressing the Free-Rider Problem in Public Transport Systems Vaibhav Kulkarni B. Chapuis B. Garbinato Abhijit Mahalunkar 10 4 0 12 Mar 2018
Novelty Detection with GAN M. Kliger S. Fleishman 24 57 0 28 Feb 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 702 0 26 Feb 2018
Attention-Aware Generative Adversarial Networks (ATA-GANs) D. Kastaniotis Ioanna Ntinou Dimitrios Tsourounis G. Economou S. Fotopoulos GAN 20 32 0 25 Feb 2018
Computation of optimal transport and related hedging problems via penalization and neural networks Stephan Eckstein Michael Kupper OT 41 49 0 23 Feb 2018
CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation Caroline Etienne Guillaume Fidanza Andrei Petrovskii Laurence Devillers B. Schmauch 19 99 0 15 Feb 2018
Texygen: A Benchmarking Platform for Text Generation Models Yaoming Zhu Sidi Lu Lei Zheng Jiaxian Guo Weinan Zhang Jun Wang Yong Yu 44 665 0 06 Feb 2018
Improved Training of Generative Adversarial Networks Using Representative Features Duhyeon Bang Hyunjung Shim GAN 38 33 0 28 Jan 2018
Clustering with Deep Learning: Taxonomy and New Methods Elie Aljalbout Vladimir Golkov Yawar Siddiqui Maximilian Strobel Daniel Cremers 20 239 0 23 Jan 2018
Mitigating Unwanted Biases with Adversarial Learning B. Zhang Blake Lemoine Margaret Mitchell FaML 8 1,363 0 22 Jan 2018
A General Framework for Adversarial Examples with Objectives Mahmood Sharif Sruti Bhagavatula Lujo Bauer Michael K. Reiter AAML GAN 13 191 0 31 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 35 126 0 09 Dec 2017
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova F. Fleuret GAN 38 57 0 06 Dec 2017
Folded Recurrent Neural Networks for Future Video Prediction Marc Oliu Javier Selva Sergio Escalera 29 134 0 01 Dec 2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings Amelie Royer Konstantinos Bousmalis Stephan Gouws Fred Bertsch Inbar Mosseri Forrester Cole Kevin Patrick Murphy GAN 28 142 0 14 Nov 2017
Doppler-Radar Based Hand Gesture Recognition System Using Convolutional Neural Networks Jiajun Zhang Jinkun Tao J. Huangfu Zhiguo Shi 34 34 0 07 Nov 2017
KGAN: How to Break The Minimax Game in GAN Trung Le T. Nguyen Dinh Q. Phung GAN 41 1 0 06 Nov 2017
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 38 695 0 06 Nov 2017
On Data-Driven Saak Transform C.-C. Jay Kuo Yueru Chen AI4TS 21 93 0 11 Oct 2017
MR Acquisition-Invariant Representation Learning Wouter M. Kouw Marco Loog L. Bartels A. Mendrik OOD 24 11 0 22 Sep 2017
Practical Machine Learning for Cloud Intrusion Detection: Challenges and the Way Forward Ramnath Kumar Andrew W. Wicker Matt Swann AAML 13 43 0 20 Sep 2017
Differentially Private Mixture of Generative Neural Networks G. Ács Luca Melis C. Castelluccia Emiliano De Cristofaro SyDa 19 120 0 13 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 30 246 0 01 Sep 2017
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? Mostapha Benhenda GAN 16 102 0 28 Aug 2017
Statistics of Deep Generated Images Yu Zeng Huchuan Lu Ali Borji GAN 21 14 0 09 Aug 2017
Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song GAN 28 192 0 08 Aug 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning Yubin Deng Chen Change Loy Xiaoou Tang GAN 20 121 0 17 Jul 2017
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition Jian Liu Naveed Akhtar Ajmal Mian 3DH 26 41 0 04 Jul 2017
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks M. Mustafa Deborah Bard W. Bhimji Z. Lukić Rami Al-Rfou J. Kratochvil GAN 19 123 0 07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 24 541 0 06 Jun 2017
Depth Structure Preserving Scene Image Generation Wendong Zhang Bingbing Ni Yichao Yan Jingwei Xu Xiaokang Yang GAN 35 4 0 01 Jun 2017
pix2code: Generating Code from a Graphical User Interface Screenshot Tony Beltramelli 24 267 0 22 May 2017
Ensemble Adversarial Training: Attacks and Defenses Florian Tramèr Alexey Kurakin Nicolas Papernot Ian Goodfellow Dan Boneh Patrick McDaniel AAML 65 2,699 0 19 May 2017
Automatic Goal Generation for Reinforcement Learning Agents Carlos Florensa David Held Xinyang Geng Pieter Abbeel 78 498 0 17 May 2017
A Generative Model of People in Clothing Christoph Lassner Gerard Pons-Moll Peter V. Gehler 3DH 38 228 0 11 May 2017
GRASS: Generative Recursive Autoencoders for Shape Structures Jun Li Kai Xu S. Chaudhuri Ersin Yumer Hao Zhang Leonidas J. Guibas 3DV 61 185 0 05 May 2017
Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network Xiangyong Cao Feng Zhou Lin Xu Deyu Meng Zongben Xu J. Paisley 21 249 0 01 May 2017
Neural Ranking Models with Weak Supervision Mostafa Dehghani Hamed Zamani Aliaksei Severyn J. Kamps W. Bruce Croft 32 413 0 28 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 35 223 0 30 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 30 255 0 21 Mar 2017
Multi-style Generative Network for Real-time Transfer Hang Zhang Kristin J. Dana 23 280 0 20 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao Pong C. Yuen Anil K. Jain 3DH CVBM 32 182 0 02 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 328 10,621 0 19 Feb 2017
Precise Recovery of Latent Vectors from Generative Adversarial Networks Zachary Chase Lipton Subarna Tripathi GAN 36 206 0 15 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 31 251 0 02 Feb 2017
Malicious URL Detection using Machine Learning: A Survey Doyen Sahoo Chenghao Liu Guosheng Lin MU AAML 27 321 0 25 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 27 349 0 23 Jan 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 37 141 0 17 Jan 2017