Large Scale GAN Training for High Fidelity Natural Image Synthesis

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

50 / 1,336 papers shown

Title
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 53 1,778 0 02 Jun 2019
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models Kurtis Evan David Harrison Keane Jun Min Noh 13 2 0 01 Jun 2019
Self-Referencing Embedded Strings (SELFIES): A 100% robust molecular string representation Mario Krenn Florian Hase AkshatKumar Nigam Pascal Friederich Alán Aspuru-Guzik 18 70 0 31 May 2019
Partial Scanning Transmission Electron Microscopy with Deep Learning Jeffrey M. Ede R. Beanland MedIm 29 22 0 31 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 27 57 0 27 May 2019
Learning Smooth Representation for Unsupervised Domain Adaptation Guanyu Cai Lianghua He Mengchu Zhou H. Alhumade D. Hu 29 16 0 26 May 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 16 87 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 69 1,418 0 22 May 2019
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models Egor Zakharov Aliaksandra Shysheya Egor Burkov Victor Lempitsky 3DH 65 625 0 20 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 52 296 0 17 May 2019
MoGlow: Probabilistic and controllable motion synthesis using normalising flows G. Henter Simon Alexanderson Jonas Beskow 39 97 0 16 May 2019
Learning Generative Models across Incomparable Spaces Charlotte Bunne David Alvarez-Melis Andreas Krause Stefanie Jegelka GAN 25 112 0 14 May 2019
Expression Conditional GAN for Facial Expression-to-Expression Translation Hao Tang Wei Wang Songsong Wu Xinya Chen Dan Xu N. Sebe Yan Yan CVBM 25 20 0 14 May 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 39 348 0 14 May 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 45 836 0 02 May 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport Yujia Xie Minshuo Chen Haoming Jiang T. Zhao H. Zha OT 19 42 0 01 May 2019
Performing Structured Improvisations with pre-trained Deep Learning Models Pablo Samuel Castro BDL 30 10 0 30 Apr 2019
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion M. Sahasrabudhe Zhixin Shu Edward Bartrum R. Güler Dimitris Samaras Iasonas Kokkinos 3DH DRL 3DV 35 40 0 26 Apr 2019
Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar Aayush Prakash Ming-Yuan Liu Eric Cameracci Justin Yuan Matt Rusiniak David Acuna Antonio Torralba Sanja Fidler 24 248 0 25 Apr 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 21 110 0 21 Apr 2019
Compact Scene Graphs for Layout Composition and Patch Retrieval Subarna Tripathi S. N. Sridhar Sairam Sundaresan Hanlin Tang 34 14 0 19 Apr 2019
Reducing Noise in GAN Training with Variance Reduced Extragradient Tatjana Chavdarova Gauthier Gidel François Fleuret Simon Lacoste-Julien 32 135 0 18 Apr 2019
Long-Term Human Video Generation of Multiple Futures Using Poses Naoya Fushishita Antonio Tejero-de-Pablos Yusuke Mukuta Tatsuya Harada 14 9 0 16 Apr 2019
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation Jie Cao Huaibo Huang Yi Li Jingtuo Liu Ran He Zhenan Sun GAN 26 4 0 14 Apr 2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders Ari Heljakka Arno Solin Arno Solin DRL CVBM 35 15 0 12 Apr 2019
Towards Generalized Speech Enhancement with Generative Adversarial Networks Santiago Pascual Joan Serrà Antonio Bonafonte GAN 30 31 0 06 Apr 2019
A Learned Representation for Scalable Vector Graphics Raphael Gontijo-Lopes David R Ha Douglas Eck Jonathon Shlens GAN OCL 33 113 0 04 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 28 13 0 02 Apr 2019
From Variational to Deterministic Autoencoders Partha Ghosh Mehdi S. M. Sajjadi Antonio Vergari Michael J. Black Bernhard Schölkopf DRL 37 269 0 29 Mar 2019
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation Hao Tang Dan Xu N. Sebe Yan Yan GAN 20 124 0 28 Mar 2019
High Fidelity Face Manipulation with Extreme Poses and Expressions Chaoyou Fu Yibo Hu Xiang Wu Guoli Wang Qian Zhang Ran He CVBM 40 25 0 28 Mar 2019
Wasserstein Dependency Measure for Representation Learning Sherjil Ozair Corey Lynch Yoshua Bengio Aaron van den Oord Sergey Levine P. Sermanet SSL DRL 30 116 0 28 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 22 68 0 20 Mar 2019
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks Animesh Karnewar Oliver Wang GAN 16 50 0 14 Mar 2019
Aesthetics of Neural Network Art Aaron Hertzmann GAN 17 15 0 13 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 32 37 0 06 Mar 2019
High-Fidelity Image Generation With Fewer Labels Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 36 157 0 06 Mar 2019
Adversarial Generation of Handwritten Text Images Conditioned on Sequences Eloi Alonso Bastien Moysset Ronaldo O. Messina GAN 28 82 0 01 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 49 385 0 23 Feb 2019
Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers Chengcheng Li Zehao Wang Xiangyang Wang Hairong Qi 19 5 0 18 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 44 58 0 09 Feb 2019
Hybrid Models with Deep and Invertible Features Eric T. Nalisnick Akihiro Matsukawa Yee Whye Teh Dilan Görür Balaji Lakshminarayanan BDL DRL 28 99 0 07 Feb 2019
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 54 16 0 02 Feb 2019
Progressive Augmentation of GANs Dan Zhang Anna Khoreva 27 27 0 29 Jan 2019
Deconstructing Generative Adversarial Networks Banghua Zhu Jiantao Jiao David Tse 39 49 0 27 Jan 2019
Maximum Entropy Generators for Energy-Based Models Rithesh Kumar Sherjil Ozair Anirudh Goyal Aaron Courville Yoshua Bengio 19 112 0 24 Jan 2019
Deep Generative Learning via Variational Gradient Flow Yuan Gao Yuling Jiao Yang Wang Yao Wang Can Yang Shunkang Zhang 27 36 0 24 Jan 2019
QGAN: Quantized Generative Adversarial Networks Peiqi Wang Dongsheng Wang Yu Ji Xinfeng Xie Haoxuan Song XuXin Liu Yongqiang Lyu Yuan Xie GAN MQ 26 32 0 24 Jan 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 49 127 0 22 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 21 13 0 18 Jan 2019