Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
On Evaluation Metrics for Graph Generative Models Rylee Thompson Boris Knyazev Elahe Ghalebi Jungtaek Kim Graham W. Taylor EGVM 117 43 0 24 Jan 2022
Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling Han Hu Xinrong Liang Yulin Ding Qisen Shang Bo Xu X. Ge Min Chen Ruofei Zhong Qing Zhu 67 9 0 22 Jan 2022
Generalization Metrics for Practical Quantum Advantage in Generative Models Kaitlin Gili M. Mauri A. Perdomo-Ortiz 96 7 0 21 Jan 2022
GAN-based Matrix Factorization for Recommender Systems Ervin Dervishaj Paolo Cremonesi 41 17 0 20 Jan 2022
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis Muhammad Muneeb Saad Ruairi O'Reilly M. H. Rehmani MedIm 130 38 0 19 Jan 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 62 3 0 18 Jan 2022
Collapse by Conditioning: Training Class-conditional GANs with Limited Data Mohamad Shahbazi Martin Danelljan D. Paudel Luc Van Gool GAN AI4CE 75 33 0 17 Jan 2022
Self-semantic contour adaptation for cross modality brain tumor segmentation Xiaofeng Liu Fangxu Xing Xiaofeng Liu Jonghye Woo 64 18 0 13 Jan 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 50 3 0 10 Jan 2022
COIN: Counterfactual Image Generation for VQA Interpretation Zeyd Boukhers Timo Hartmann Jan Jurjens 49 7 0 10 Jan 2022
Improved Input Reprogramming for GAN Conditioning Tuan Dinh Daewon Seo Zhixu Du Liang Shang Kangwook Lee AI4CE 103 8 0 07 Jan 2022
Audio representations for deep learning in sound synthesis: A review Anastasia Natsiou Seán O'Leary AI4TS 62 18 0 07 Jan 2022
Culture-to-Culture Image Translation and User Evaluation Giulia Zaino Carmine Tommaso Recchiuto A. Sgorbissa 105 2 0 05 Jan 2022
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents Kushagra Pandey Avideep Mukherjee Piyush Rai Abhishek Kumar DiffM 117 121 0 02 Jan 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 90 32 0 01 Jan 2022
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 143 350 0 30 Dec 2021
A Novel Generator with Auxiliary Branch for Improving GAN Performance Seung-won Park Y. Shin 58 8 0 30 Dec 2021
Overcoming Mode Collapse with Adaptive Multi Adversarial Training K. Mangalam Rohin Garg GAN 61 13 0 29 Dec 2021
Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows M. Hassanaly Bruce A. Perry M. Mueller S. Yellapantula 73 5 0 28 Dec 2021
GANISP: a GAN-assisted Importance SPlitting Probability Estimator M. Hassanaly Andrew Glaws Ryan N. King 61 1 0 28 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
Artifact Reduction in Fundus Imaging using Cycle Consistent Adversarial Neural Networks S. Koushik Dr. K. G. Srinivasa GAN MedIm 19 0 0 25 Dec 2021
Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey Sagar Saxena Mohammad Nayeem Teli EGVM GAN MedIm 85 26 0 23 Dec 2021
Manifold Learning Benefits GANs Yao Ni Piotr Koniusz Leonid Sigal Richard Nock GAN 76 16 0 23 Dec 2021
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications Jin Li B. Cairns Jingsong Li T. Zhu SyDa 87 77 0 22 Dec 2021
JoJoGAN: One Shot Face Stylization Min Jin Chong David A. Forsyth CVBM GAN 103 74 0 22 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 465 3,641 0 20 Dec 2021
Heavy-tailed denoising score matching J. Deasy Nikola Simidjievski Pietro Lio DiffM 81 16 0 17 Dec 2021
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN Vitaliy Kinakh M. Drozdova Guillaume Quétant T. Golling Svyatoslav Voloshynovskiy GAN 25 0 0 17 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 109 65 0 16 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 190 674 0 16 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 105 88 0 16 Dec 2021
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation Manuel García-Domínguez C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual OOD MedIm 16 0 0 16 Dec 2021
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks Haedong Jeong Jiyeon Han Jaesik Choi 48 3 0 16 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 126 561 0 15 Dec 2021
I M Avatar: Implicit Morphable Head Avatars from Videos Yufeng Zheng Victoria Fernandez-Abrevaya Marcel C. Bühler Xu Chen Michael J. Black Otmar Hilliges 3DH 151 216 0 14 Dec 2021
DGL-GAN: Discriminator Guided Learning for GAN Compression Yuesong Tian Li Shen Xiang Tian Dacheng Tao Zhifeng Li Wei Liu Yao-wu Chen 118 0 0 13 Dec 2021
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANs GM Harshvardhan Aanchal Sahu Mahendra Kumar Gourisaria 32 0 0 13 Dec 2021
Image-to-Height Domain Translation for Synthetic Aperture Sonar Dylan Stewart Shawn F. Johnson Alina Zare 69 5 0 12 Dec 2021
BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning Chang-Hwan Oh Wonjune Cho Daehee Park Yujeong Chae Lin Wang Kuk-Jin Yoon 3DV MDE 77 17 0 12 Dec 2021
Self-Supervised Image-to-Text and Text-to-Image Synthesis Anindya Sundar Das S. Saha SSL 26 5 0 09 Dec 2021
InvGAN: Invertible GANs Partha Ghosh Dominik Zietlow Michael J. Black Larry S. Davis Xiaochen Hu DiffM 78 7 0 08 Dec 2021
Assessing a Single Image in Reference-Guided Image Synthesis Jiayi Guo Chaoqun Du Jiangshan Wang Huijuan Huang Pengfei Wan Gao Huang EGVM 34 12 0 08 Dec 2021
Feature Statistics Mixing Regularization for Generative Adversarial Networks Junho Kim Yunjey Choi Youngjung Uh TTA 73 17 0 08 Dec 2021
RFGAN: RF-Based Human Synthesis Cong Yu Zhi Wu Dongheng Zhang Zhi Lu Yang Hu Yan Chen 61 18 0 07 Dec 2021
CG-NeRF: Conditional Generative Neural Radiance Fields Kyungmin Jo Gyumin Shim Sanghun Jung Soyoung Yang Jaegul Choo 72 24 0 07 Dec 2021
Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage Detection Furkan Luleci F. Catbas Onur Avcı 44 47 0 07 Dec 2021
Generative Adversarial Networks for Data Generation in Structural Health Monitoring Furkan Luleci F. Catbas Onur Avcı 25 19 0 07 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 235 87 0 04 Dec 2021
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing Yuanyuan Yuan Qi Pang Shuai Wang DiffM AAML MedIm 80 6 0 03 Dec 2021