Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Cross Modal Compression: Towards Human-comprehensible Semantic Compression Jiguo Li Chuanmin Jia Xinfeng Zhang Siwei Ma Wen Gao 38 21 0 06 Sep 2022
Facial Expression Translation using Landmark Guided GANs Hao Tang N. Sebe CVBM 70 5 0 05 Sep 2022
"Dummy Grandpa, do you know anything?": Identifying and Characterizing Ad hominem Fallacy Usage in the Wild Utkarsh P. Patel Animesh Mukherjee Mainack Mondal 49 2 0 05 Sep 2022
Dynamics of Fourier Modes in Torus Generative Adversarial Networks Ángel González-Prieto Alberto Mozo Edgar Talavera Sandra Gómez Canaval GAN 60 7 0 05 Sep 2022
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation Yen-Tung Yeh Bo-Yu Chen Yi-Hsuan Yang 75 6 0 05 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 136 6 0 03 Sep 2022
Evaluating generative audio systems and their metrics Ashvala Vinay Alexander Lerch 102 20 0 31 Aug 2022
A Realism Metric for Generated LiDAR Point Clouds Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 64 9 0 31 Aug 2022
PyTorch Image Quality: Metrics for Image Quality Assessment Sergey Kastryulin Jamil Zakirov Denis Prokopenko Dmitry V. Dylov 77 43 0 31 Aug 2022
Let us Build Bridges: Understanding and Extending Diffusion Generative Models Xingchao Liu Lemeng Wu Mao Ye Qiang Liu DiffM 89 85 0 31 Aug 2022
Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models Yong Zhong Hongtao Liu Xiaodong Liu Fan Bao Weiran Shen Chongxuan Li AI4CE 105 4 0 30 Aug 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 92 97 0 29 Aug 2022
Risk Verification of Stochastic Systems with Neural Network Controllers Matthew Cleaveland Lars Lindemann Radoslav Ivanov George Pappas 91 9 0 26 Aug 2022
Combating Mode Collapse in GANs via Manifold Entropy Estimation Haozhe Liu Bing Li Haoqian Wu Hanbang Liang Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN DRL 93 9 0 25 Aug 2022
Unbiased Multi-Modality Guidance for Image Inpainting Yongsheng Yu Dawei Du Libo Zhang Tiejian Luo 133 16 0 25 Aug 2022
Generative Adversarial Network (GAN) based Image-Deblurring Y. Lu N. Polydorides GAN 39 0 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
Parameter Sensitivity of Deep-Feature based Evaluation Metrics for Audio Textures Chitralekha Gupta Yize Wei Zequn Gong Purnima Kamath Zhuoyao Li L. Wyse 27 5 0 23 Aug 2022
Semi-supervised classification using a supervised autoencoder for biomedical applications Cyprien Gille F. Guyard Michel Barlaud 46 3 0 22 Aug 2022
Improving GANs for Long-Tailed Data through Group Spectral Regularization Harsh Rangwani Naman Jaswani Tejan Karmali Varun Jampani R. Venkatesh Babu 58 21 0 21 Aug 2022
Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks Qingrong Cheng Keyu Wen X. Gu VLM EGVM 59 17 0 20 Aug 2022
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise Arpit Bansal Eitan Borgnia Hong-Min Chu Jie S. Li Hamid Kazemi Furong Huang Micah Goldblum Jonas Geiping Tom Goldstein VLM DiffM 82 286 0 19 Aug 2022
Demystifying Randomly Initialized Networks for Evaluating Generative Models Junghyuk Lee Jun-Hyuk Kim Jong-Seok Lee EGVM 61 0 0 19 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 83 58 0 18 Aug 2022
T-Person-GAN: Text-to-Person Image Generation with Identity-Consistency and Manifold Mix-Up Deyin Liu Yang Wang Q. Tian Zongyuan Ge DiffM 122 5 0 18 Aug 2022
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV N. Kuo Federico Garcia Anders Sönnerborg Maurizio Zazzi Michael Böhm Rolf Kaiser Mark Polizzotto Louisa R Jorm S. Barbieri GAN 78 28 0 18 Aug 2022
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork Xin Yuan Zhe Lin Jason Kuen Jianming Zhang John Collomosse 91 5 0 17 Aug 2022
Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model Xiulong Yang Sheng-Min Shih Yinlin Fu Xiaoting Zhao Shihao Ji DiffM 93 56 0 16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 117 207 0 15 Aug 2022
Memory-Driven Text-to-Image Generation Bowen Li Philip Torr Thomas Lukasiewicz DiffM 79 12 0 15 Aug 2022
GNPassGAN: Improved Generative Adversarial Networks For Trawling Offline Password Guessing Fang Yu Miguel Vargas Martin GAN 67 7 0 14 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 79 66 0 13 Aug 2022
Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations Vincent Dumont X. Ju Juliane Mueller AI4CE 35 3 0 12 Aug 2022
Layout-Bridging Text-to-Image Synthesis Jiadong Liang Wenjie Pei Feng Lu EGVM 98 15 0 12 Aug 2022
ARMANI: Part-level Garment-Text Alignment for Unified Cross-Modal Fashion Design Xujie Zhang Yuyang Sha Michael C. Kampffmeyer Zhenyu Xie Zequn Jie Chengwen Huang Jianqing Peng Xiaodan Liang 92 20 0 11 Aug 2022
Symbolic Music Loop Generation with Neural Discrete Representations Sangjun Han H. Ihm Moontae Lee Woohyung Lim 92 9 0 11 Aug 2022
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks Yonghao Xu Weikang Yu Pedram Ghamisi Michael K Kopp Sepp Hochreiter 66 34 0 08 Aug 2022
The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness J. Carvalho S. Nolfi 51 8 0 04 Aug 2022
A performance contextualization approach to validating camera models for robot simulation A. Elmquist R. Serban Dan Negrut 38 6 0 01 Aug 2022
Design What You Desire: Icon Generation from Orthogonal Application and Theme Labels Yinpeng Chen Zhiyu Pan Min Shi Hao Lu Zhiguo Cao Weicai Zhong GAN 52 3 0 31 Jul 2022
Leveraging GAN Priors for Few-Shot Part Segmentation M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Bo Du 89 6 0 27 Jul 2022
Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee Hyunsung Kim Jae Hyun Kim Seonghyeon Kim Jung-Woo Ha Yunjey Choi 61 13 0 27 Jul 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 210 3,982 0 26 Jul 2022
Stable Parallel Training of Wasserstein Conditional Generative Adversarial Neural Networks Massimiliano Lupo Pasini Junqi Yin GAN 50 4 0 25 Jul 2022
ArtFID: Quantitative Evaluation of Neural Style Transfer Matthias Wright Bjorn Ommer EGVM 110 42 0 25 Jul 2022
TIPS: Text-Induced Pose Synthesis Prasun Roy Subhankar Ghosh Saumik Bhattacharya Umapada Pal Michael Blumenstein DiffM 55 13 0 24 Jul 2022
PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training Zihang Xu Zhenghua Xu Shuo Zhang Thomas Lukasiewicz 56 3 0 24 Jul 2022
Interaction Mix and Match: Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi-Hot Class Embedding Aman Goel Qianhui Men Edmond S. L. Ho 102 7 0 23 Jul 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 96 1 0 21 Jul 2022
Continual Variational Autoencoder Learning via Online Cooperative Memorization Fei Ye A. Bors CLL 95 17 0 20 Jul 2022