Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data Ayaan Haque A. Imran Adam S. Wang D. Terzopoulos 54 9 0 25 Oct 2021
The Nuts and Bolts of Adopting Transformer in GANs Rui Xu Xiangyu Xu Kai-xiang Chen Bolei Zhou Chen Change Loy ViT 88 4 0 25 Oct 2021
Mixture-of-Variational-Experts for Continual Learning Y. Yin Yu Wang CLL FedML 55 6 0 25 Oct 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 81 34 0 22 Oct 2021
Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations Jinyong Hou Xuejie Ding Jeremiah D. Deng MedIm 80 20 0 22 Oct 2021
Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform Fayaz Ali Dharejo Muhammad Zawish Yuanchun Zhou Kapal Dev Sunder Ali Khowaja N. Qureshi MedIm 75 25 0 22 Oct 2021
An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator Cuong V. Nguyen Tien-Dung Cao Tram Truong-Huu Khanh Pham Binh T. Nguyen GAN 40 3 0 21 Oct 2021
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter Amin Heyrani Nobari Faez Ahmed 3DV AI4CE 136 192 0 21 Oct 2021
A Domain Gap Aware Generative Adversarial Network for Multi-domain Image Translation Wenju Xu Guanghui Wang 81 14 0 21 Oct 2021
Robust Semi-Supervised Classification using GANs with Self-Organizing Maps Ronald Fick P. Gader Alina Zare 26 0 0 19 Oct 2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation Yupan Huang Hongwei Xue Bei Liu Yutong Lu 79 59 0 19 Oct 2021
Protecting Anonymous Speech: A Generative Adversarial Network Methodology for Removing Stylistic Indicators in Text Rishi Balakrishnan S. Sloan A. Aswani 20 1 0 18 Oct 2021
Continuation of Famous Art with AI: A Conditional Adversarial Network Inpainting Approach Jordan J. Bird GAN 33 0 0 18 Oct 2021
Taming Visually Guided Sound Generation Vladimir E. Iashin Esa Rahtu VLM 117 128 0 17 Oct 2021
Deep Image Debanding Raymond Zhou Shahrukh Athar Zhongling Wang Zhou Wang 26 3 0 16 Oct 2021
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images Shinji Nakazawa Changhee Han J. Hasei R. Nakahara Toshifumi Ozaki GAN MedIm 23 1 0 16 Oct 2021
Multi-Tailed, Multi-Headed, Spatial Dynamic Memory refined Text-to-Image Synthesis Amrit Diggavi Seshadri Balaraman Ravindran 46 3 0 15 Oct 2021
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images S. Desai Debasmita Ghose 69 29 0 15 Oct 2021
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 68 11 0 14 Oct 2021
IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Grace Deng Cuize Han T. Dreossi Clarence Lee David S. Matteson AI4TS 64 10 0 14 Oct 2021
Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps Nico Courts Henry Kvinge 26 4 0 13 Oct 2021
Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework Lu Mi Tianxing He Core Francisco Park Hao Wang Yue Wang Nir Shavit 91 10 0 13 Oct 2021
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation Nicolae-Cătălin Ristea A. Miron O. Savencu Mariana-Iuliana Georgescu N. Verga Fahad Shahbaz Khan Radu Tudor Ionescu ViT MedIm 122 20 0 12 Oct 2021
Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables Alireza Abedin Hamid Rezatofighi Damith C. Ranasinghe GAN 60 5 0 12 Oct 2021
Vit-GAN: Image-to-image Translation with Vision Transformes and Conditional GANS Yigit Gündüç ViT 54 3 0 11 Oct 2021
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image Duc Manh Nguyen Sang-Woong Lee GAN 53 14 0 11 Oct 2021
Momentum Centering and Asynchronous Update for Adaptive Gradient Methods Juntang Zhuang Yifan Ding Tommy M. Tang Nicha Dvornek S. Tatikonda James S. Duncan ODL 53 4 0 11 Oct 2021
Bridging the Gap between Label- and Reference-based Synthesis in Multi-attribute Image-to-Image Translation Qiusheng Huang Zhilin Zheng Xueqi Hu Li Sun Qingli Li 53 4 0 11 Oct 2021
AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning J. Song Kyeongbo Kong Ye In Park Seonggyun Kim Suk-Ju Kang 79 47 0 07 Oct 2021
Generative Modeling with Optimal Transport Maps Litu Rout Alexander Korotin Evgeny Burnaev OT DiffM 197 70 0 06 Oct 2021
Tensor-to-Image: Image-to-Image Translation with Vision Transformers Y. Gündüç ViT 21 3 0 06 Oct 2021
SDA-GAN: Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network Qizhou Wang M. Makarenko 62 0 0 06 Oct 2021
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Victor Schmidt A. Luccioni Mélisande Teng Tianyu Zhang Alexia Reynaud ... Gautier Cosne Adrien Juraver V. Vardanyan Alex Hernandez-Garcia Yoshua Bengio GAN AI4CE 83 20 0 06 Oct 2021
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano OOD 96 17 0 06 Oct 2021
Mismatched No More: Joint Model-Policy Optimization for Model-Based RL Benjamin Eysenbach Alexander Khazatsky Sergey Levine Ruslan Salakhutdinov OffRL 259 46 0 06 Oct 2021
Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges Rajasekhar Chaganti Vinayakumar Ravi M. Alazab T. Pham 62 9 0 06 Oct 2021
GDA-AM: On the effectiveness of solving minimax optimization via Anderson Acceleration Huan He Shifan Zhao Yuanzhe Xi Joyce C. Ho Y. Saad 62 1 0 06 Oct 2021
Hypernetworks for Continual Semi-Supervised Learning Dhanajit Brahma Vinay Kumar Verma Piyush Rai BDL CLL 66 13 0 05 Oct 2021
A Quantum Generative Adversarial Network for distributions Amine Assouel A. Jacquier A. Kondratyev GNN GAN OOD 89 17 0 04 Oct 2021
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data Kaiwen Cui Jiaxing Huang Zhipeng Luo Gongjie Zhang Fangneng Zhan Shijian Lu 101 35 0 04 Oct 2021
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Ankan Dash J. Ye Guiling Wang MedIm AI4CE 66 99 0 01 Oct 2021
GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction Qianhui Men Hubert P. H. Shum Edmond S. L. Ho Howard Leung 92 29 0 01 Oct 2021
Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms Siyuan Liu P. Yap 88 18 0 30 Sep 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 84 11 0 29 Sep 2021
Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection Marija Ivanovska Vitomir Štruc 84 2 0 28 Sep 2021
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 132 60 0 28 Sep 2021
Discriminative Attribution from Counterfactuals N. Eckstein A. S. Bates G. Jefferis Jan Funke FAtt CML 44 1 0 28 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 57 10 0 27 Sep 2021
Logo Generation Using Regional Features: A Faster R-CNN Approach to Generative Adversarial Networks Aram Ter-Sarkisov Eduardo Alonso GAN 15 0 0 26 Sep 2021
Synthetic Data Generation for Fraud Detection using GANs C. Charitou S. Dragicevic Artur Garcez 57 20 0 26 Sep 2021