Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han 82 29 0 09 Jun 2022
Progressive GANomaly: Anomaly detection with progressively growing GANs Djennifer K. Madzia-Madzou Hugo J. Kuijf MedIm 45 2 0 08 Jun 2022
Scene Aware Person Image Generation through Global Contextual Conditioning Prasun Roy Subhankar Ghosh Saumik Bhattacharya Umapada Pal Michael Blumenstein 3DH 79 5 0 06 Jun 2022
Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator Xiaofeng Liu Fangxu Xing Jerry L. Prince J. Zhuo Maureen Xiaofeng Liu Jonghye Woo MedIm 70 1 0 05 Jun 2022
Diffusion-GAN: Training GANs with Diffusion Zhendong Wang Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 87 235 0 05 Jun 2022
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength Jiageng Zhu Hanchen Xie Wael AbdAlmageed CML 38 3 0 03 Jun 2022
Invertible Neural Networks for Graph Prediction Chen Xu Xiuyuan Cheng Yao Xie GNN 83 10 0 02 Jun 2022
DE-Net: Dynamic Text-guided Image Editing Adversarial Networks Ming Tao Bingkun Bao Hao Tang Leilei Gan Longhui Wei Qi Tian DiffM 80 15 0 02 Jun 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 113 52 0 02 Jun 2022
A Kernelised Stein Statistic for Assessing Implicit Generative Models Wenkai Xu Gesine Reinert SyDa 83 3 0 31 May 2022
Generative Models with Information-Theoretic Protection Against Membership Inference Attacks Parisa Hassanzadeh R. E. Tillman 33 1 0 31 May 2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models Kamil Deja Anna Kuzina Tomasz Trzciñski Jakub M. Tomczak DiffM 92 29 0 31 May 2022
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 118 7 0 31 May 2022
MontageGAN: Generation and Assembly of Multiple Components by GANs Chean Fei Shee Seiichi Uchida GAN 43 0 0 31 May 2022
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis Yinghao Aaron Li Cong Han N. Mesgarani 112 40 0 30 May 2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss Zhanpeng Zhou Wen Shen Huixin Chen Ling Tang Quanshi Zhang 64 2 0 30 May 2022
Adversarial synthesis based data-augmentation for code-switched spoken language identification P. Shastri Chirag Patil Poorval Wanere S. Mahajan Abhishek Bhatt Dr. Hardik Sailor 32 0 0 30 May 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 343 632 0 29 May 2022
On the Robustness of Safe Reinforcement Learning under Observational Perturbations Zuxin Liu Zijian Guo Zhepeng Cen Huan Zhang Jie Tan Yue Liu Ding Zhao OOD OffRL 100 37 0 29 May 2022
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning S. Gulyanon W. Limprasert Pokpong Songmuang R. Kongkachandra SSL 31 2 0 28 May 2022
Learning with Stochastic Orders Carles Domingo-Enrich Yair Schiff Youssef Mroueh 68 2 0 27 May 2022
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models Jin-Hwa Kim Yunji Kim Jiyoung Lee Kang Min Yoo Sang-Woo Lee EGVM 108 35 0 25 May 2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process Zhaoyang Lyu Xu Xudong Ceyuan Yang Dahua Lin Bo Dai DiffM 264 98 0 25 May 2022
Text-to-Face Generation with StyleGAN2 D. M. A. Ayanthi Sarasi Munasinghe CVBM 48 5 0 25 May 2022
M6-Fashion: High-Fidelity Multi-modal Image Generation and Editing Zhikang Li Huiling Zhou Shuai Bai Peike Li Chang Zhou Hongxia Yang 78 4 0 24 May 2022
GR-GAN: Gradual Refinement Text-to-image Generation Bo Yang Fangxiang Feng Xiaojie Wang EGVM 72 7 0 23 May 2022
Time-series Transformer Generative Adversarial Networks Padmanaba Srinivasan William J. Knottenbelt AI4TS 68 14 0 23 May 2022
HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization Yihang Gao Huafeng Liu Michael K. Ng Mingjie Zhou 57 2 0 23 May 2022
A comprehensive survey on semantic facial attribute editing using generative adversarial networks A. Nickabadi Maryam Saeedi Fard Nastaran Moradzadeh Farid Najmeh Mohammadbagheri CVBM GAN EGVM 80 9 0 21 May 2022
Diversity vs. Recognizability: Human-like generalization in one-shot generative models Victor Boutin Lakshya Singhal Xavier Thomas Thomas Serre 75 8 0 20 May 2022
Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 71 4 0 20 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram S. Voleti Alexia Jolicoeur-Martineau Christopher Pal DiffM VGen 153 308 0 19 May 2022
IL-flOw: Imitation Learning from Observation using Normalizing Flows Wei-Di Chang J. A. G. Higuera Scott Fujimoto David Meger Gregory Dudek 67 9 0 19 May 2022
GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy Teddy Cunningham Konstantin Klemmer Hongkai Wen Hakan Ferhatosmanoglu 60 12 0 18 May 2022
Hyper-Learning for Gradient-Based Batch Size Adaptation Calum MacLellan Feng Dong 46 0 0 17 May 2022
Evolving SimGANs to Improve Abnormal Electrocardiogram Classification G. Wang Anish Thite R. Talebi Anthony DÁchille A. Mussa Jason Zutty 46 4 0 12 May 2022
Synthetic Data -- what, why and how? James Jordon Lukasz Szpruch F. Houssiau M. Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller 94 120 0 06 May 2022
GANs as Gradient Flows that Converge Yu‐Jui Huang Yuchong Zhang 55 3 0 05 May 2022
Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General Brigham M. Leming Sudeshna Das H. Im BDL 38 9 0 05 May 2022
An Analysis of Generative Methods for Multiple Image Inpainting C. Ballester Aurélie Bugeau Samuel Hurault S. Parisotto Patricia Vitoria 53 3 0 04 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained Artist A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 89 8 0 03 May 2022
Copy Motion From One to Another: Fake Motion Video Generation Zhenguang Liu Si-Si Wu Chejian Xu Xiang Wang Lei Zhu Shuang Wu Fuli Feng VGen 89 15 0 03 May 2022
OSSGAN: Open-Set Semi-Supervised Image Generation Kai Katsumata D. Vo Hideki Nakayama VLM GAN 53 7 0 29 Apr 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 89 64 0 28 Apr 2022
Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets Masanori Hirano Hiroki Sakaji Kiyoshi Izumi GAN 61 6 0 28 Apr 2022
Assessing the ability of generative adversarial networks to learn canonical medical image statistics Varun A. Kelkar Dimitrios S. Gotsis F. Brooks K. Prabhat Kyle J. Myers R. Zeng M. Anastasio MedIm GAN LM&MA 88 26 0 26 Apr 2022
Semi-Parametric Neural Image Synthesis A. Blattmann Robin Rombach Kaan Oktay Jonas Muller Bjorn Ommer DiffM 100 31 0 25 Apr 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski Fani Deligianni AAML 51 2 0 25 Apr 2022
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings M. Alzantot L. Garcia Mani B. Srivastava 31 1 0 25 Apr 2022
Recurrent Affine Transformation for Text-to-image Synthesis Senmao Ye Fei Liu Mingkui Tan 52 27 0 22 Apr 2022