Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis Chenfei Wu Jian Liang Xiaowei Hu Zhe Gan Jianfeng Wang Lijuan Wang Zicheng Liu Yuejian Fang Nan Duan VGen 89 74 0 20 Jul 2022
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods Julian Schon Raghavendra Selvan Jens Petersen MedIm 49 4 0 20 Jul 2022
ExoSGAN and ExoACGAN: Exoplanet Detection using Adversarial Training Algorithms C. K. Agnes V. AktharNaveed A. M. M. O. Chacko GAN 30 1 0 20 Jul 2022
Single Stage Virtual Try-on via Deformable Attention Flows Shuai Bai Huiling Zhou Zhikang Li Chang Zhou Hongxia Yang DiffM 3DH 108 86 0 19 Jul 2022
Adversarial Training Improves Joint Energy-Based Generative Modelling Rostislav Korst Arip Asadulaev GAN 44 1 0 18 Jul 2022
Audio Input Generates Continuous Frames to Synthesize Facial Video Using Generative Adiversarial Networks Hanhaodi Zhang GAN CVBM 21 0 0 18 Jul 2022
DiverGet: A Search-Based Software Testing Approach for Deep Neural Network Quantization Assessment Ahmed Haj Yahmed Houssem Ben Braiek Foutse Khomh S. Bouzidi Rania Zaatour MQ 54 8 0 13 Jul 2022
Sliced-Wasserstein normalizing flows: beyond maximum likelihood training Florentin Coeurdoux N. Dobigeon P. Chainais TPM 52 6 0 12 Jul 2022
Outpainting by Queries Kai Yao Penglei Gao Xi Yang Kaizhu Huang Jie Sun Rui Zhang ViT 87 13 0 12 Jul 2022
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz Svyatoslav Voloshynovskiy 58 16 0 11 Jul 2022
PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation Bin Ren Hao Tang Yiming Wang Xia Li Wei Wang N. Sebe ViT 76 6 0 09 Jul 2022
GEMS: Scene Expansion using Generative Models of Graphs Rishi G. Agarwal Tirupati Saketh Chandra Vaidehi Patil Aniruddha Mahapatra K. Kulkarni Vishwa Vinay 83 4 0 08 Jul 2022
Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks Haileleol Tibebu Aadin Malik V. D. Silva GAN 44 7 0 06 Jul 2022
Cooperative Distribution Alignment via JSD Upper Bound Wonwoong Cho Ziyu Gong David I. Inouye 28 4 0 05 Jul 2022
Selectively increasing the diversity of GAN-generated samples Jan Dubiñski Kamil Deja S. Wenzel Przemyslaw Rokita Tomasz Trzciñski GAN 52 9 0 04 Jul 2022
FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy André Ferreira Jianning Li Kelsey L. Pomykala Jens Kleesiek Victor Alves Jan Egger MedIm 68 24 0 04 Jul 2022
Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis Ruinan Jin Xiaoxiao Li AAML FedML MedIm 112 13 0 02 Jul 2022
CTrGAN: Cycle Transformers GAN for Gait Transfer Shahar Mahpod Noam Gaash Hay Hoffman Gil Ben-Artzi ViT 69 1 0 30 Jun 2022
A note on large deviations for interacting particle dynamics for finding mixed equilibria in zero-sum games Viktor Nilsson Pierre Nyquist 39 1 0 30 Jun 2022
Semi-Supervised Generative Adversarial Network for Stress Detection Using Partially Labeled Physiological Data Nibraas Khan Nilanjan Sarkar 39 7 0 30 Jun 2022
SPI-GAN: Denoising Diffusion GANs with Straight-Path Interpolations Jinsung Jeon Noseong Park DiffM 68 1 0 29 Jun 2022
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 152 16 0 29 Jun 2022
Avocodo: Generative Adversarial Network for Artifact-free Vocoder Taejun Bak Junmo Lee Hanbin Bae Jinhyeok Yang Jaesung Bae Young-Sun Joo 107 28 0 27 Jun 2022
Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling L. Wyse Purnima Kamath Chitralekha Gupta 39 9 0 27 Jun 2022
Data Augmentation techniques in time series domain: A survey and taxonomy Guillermo Iglesias Edgar Talavera Ángel González-Prieto Alberto Mozo S. Gómez-Canaval AI4TS 109 170 0 25 Jun 2022
MULTI-FLGANs: Multi-Distributed Adversarial Networks for Non-IID distribution Akash Amalan Rui Wang Yan Qiao E. Panaousis K. Liang FedML OOD 61 2 0 24 Jun 2022
FitGAN: Fit- and Shape-Realistic Generative Adversarial Networks for Fashion Sonia Pecenakova Nour Karessli Reza Shirvany 75 6 0 23 Jun 2022
LED: Latent Variable-based Estimation of Density Omri Ben-Dov Pravir Singh Gupta Victoria Fernandez-Abrevaya Michael J. Black Partha Ghosh GAN DRL 52 0 0 23 Jun 2022
The ArtBench Dataset: Benchmarking Generative Models with Artworks Peiyuan Liao Xiuyu Li Xihui Liu Kurt Keutzer 76 49 0 22 Jun 2022
A Study on the Evaluation of Generative Models Eyal Betzalel Coby Penso Aviv Navon Ethan Fetaya EGVM 125 52 0 22 Jun 2022
Solving Constrained Variational Inequalities via a First-order Interior Point-based Method Tong Yang Michael I. Jordan Tatjana Chavdarova 92 10 0 21 Jun 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 54 16 0 21 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 66 70 0 19 Jun 2022
Multi-scale Super-resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness Siyuan Dong G. Hangel W. Bogner G. Widhalm K. Rössler S. Trattnig Chenyu You Robin A. de Graaf J. Onofrey James Duncan 51 10 0 17 Jun 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 150 388 0 17 Jun 2022
Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images Jiyeon Han Hwanil Choi Yunjey Choi Jae Hyun Kim Jung-Woo Ha Jaesik Choi EGVM 112 33 0 17 Jun 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 88 51 0 16 Jun 2022
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case Clément Chadebec Louis J. Vincent S. Allassonnière DRL 98 30 0 16 Jun 2022
On Scaled Methods for Saddle Point Problems Aleksandr Beznosikov Aibek Alanov D. Kovalev Martin Takáč Alexander Gasnikov 61 6 0 16 Jun 2022
PeQuENet: Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network Saiping Zhang Luis Herranz M. Mrak Marc Górriz Blanch Shuai Wan Fuzheng Yang GAN 67 0 0 16 Jun 2022
HyperImpute: Generalized Iterative Imputation with Automatic Model Selection Daniel Jarrett B. Cebere Tennison Liu Alicia Curth M. Schaar 63 78 0 15 Jun 2022
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? Alexander Korotin Alexander Kolesov Evgeny Burnaev OT 67 26 0 15 Jun 2022
Write and Paint: Generative Vision-Language Models are Unified Modal Learners Shizhe Diao Wangchunshu Zhou Xinsong Zhang Jiawei Wang MLLM AI4CE 95 17 0 15 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Höppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 103 137 0 15 Jun 2022
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning Shentao Yang Yihao Feng Shujian Zhang Mi Zhou OffRL 98 12 0 14 Jun 2022
Adversarial Audio Synthesis with Complex-valued Polynomial Networks Yongtao Wu Grigorios G. Chrysos Volkan Cevher DiffM 144 4 0 14 Jun 2022
Evaluating Graph Generative Models with Contrastively Learned Features Hamed Shirzad Kaveh Hassani Danica J. Sutherland 86 7 0 13 Jun 2022
Exploring and Exploiting Hubness Priors for High-Quality GAN Latent Sampling Yuanbang Liang Jing Wu Yunyu Lai Yipeng Qin 33 4 0 13 Jun 2022
Mining Multi-Label Samples from Single Positive Labels Youngin Cho Daejin Kim Mohammad Azam Khan Jaegul Choo GAN 66 7 0 12 Jun 2022
Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute Disentanglement Ziming Yang Jianqiang Q. Liang Chaoyou Fu Mandi Luo Xiaoyu Zhang CVBM 79 21 0 10 Jun 2022