Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
A Comprehensive Review of Data-Driven Co-Speech Gesture Generation Simbarashe Nyatsanga Taras Kucherenko Chaitanya Ahuja G. Henter Michael Neff SLR 114 93 0 13 Jan 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation Seokbeom Song Suhyeon Lee Hongje Seong Kyoungwon Min Euntai Kim 57 8 0 11 Jan 2023
Large Scale Qualitative Evaluation of Generative Image Model Outputs Yannick Assogba Adam Pearce Madison Elliott EGVM 60 7 0 11 Jan 2023
Synthetic data generation method for data-free knowledge distillation in regression neural networks Tianxun Zhou K. Chiam 95 7 0 11 Jan 2023
Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification Hao Xu Hui Xiao Huazheng Hao Li Dong Xiaojie Qiu Chengbin Peng VLM SSL 63 25 0 10 Jan 2023
Markovian Sliced Wasserstein Distances: Beyond Independent Projections Khai Nguyen Zhaolin Ren Nhat Ho 78 8 0 10 Jan 2023
GAN-Based Content Generation of Maps for Strategy Games V. Nunes João Dias Pedro A. Santos GAN 46 4 0 07 Jan 2023
OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup Zhi Yang Junyang Chen Yukai Shi Hao Li Tianshui Chen Liang Lin DiffM 144 17 0 03 Jan 2023
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning T. Yu Da Ma Jayden Cole M. Ju M. Beg M. Sarunic 51 3 0 02 Jan 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 121 23 0 30 Dec 2022
Improving Visual Representation Learning through Perceptual Understanding Samyakh Tukra Frederick Hoffman Ken Chatfield 86 5 0 30 Dec 2022
Normalizing flow neural networks by JKO scheme Chen Xu Xiuyuan Cheng Yao Xie 107 30 0 29 Dec 2022
Co-supervised learning paradigm with conditional generative adversarial networks for sample-efficient classification Hao Zhen Yucheng Shi Jidong J. Yang Javad Mohammadpour Vehni GAN 49 1 0 27 Dec 2022
Do DALL-E and Flamingo Understand Each Other? Hang Li Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp MLLM 82 12 0 23 Dec 2022
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 78 117 0 22 Dec 2022
Time to Market Reduction for Hydrogen Fuel Cell Stacks using Generative Adversarial Networks Nicolas Morizet Perceval Desforges Christoph Geißler E. Pahon Samir Jemeï D. Hissel 54 3 0 22 Dec 2022
Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation S. Tsang Maxwell T. West S. Erfani Muhammad Usman GAN 64 36 0 22 Dec 2022
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 111 7 0 22 Dec 2022
Semi-supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images Jorge F. Lazo Benoit Rosa M. Catellani M. Fontana F. Mistretta G. Musi O. de Cobelli M. de Mathelin Elena De Momi MedIm 80 5 0 21 Dec 2022
Benchmarking Spatial Relationships in Text-to-Image Generation Tejas Gokhale Hamid Palangi Besmira Nushi Vibhav Vineet Eric Horvitz Ece Kamar Chitta Baral Yezhou Yang EGVM 116 72 0 20 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 161 2,439 0 19 Dec 2022
Human Image Generation: A Comprehensive Survey Zhen Jia Zhang Zhang Liangsheng Wang Tieniu Tan EGVM 3DH VGen 100 6 0 17 Dec 2022
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 70 12 0 17 Dec 2022
Point-E: A System for Generating 3D Point Clouds from Complex Prompts Alex Nichol Heewoo Jun Prafulla Dhariwal Pamela Mishkin Mark Chen DiffM 139 613 0 16 Dec 2022
PointAvatar: Deformable Point-based Head Avatars from Videos Yufeng Zheng Yifan Wang Gordon Wetzstein Michael J. Black Otmar Hilliges 3DH 83 138 0 16 Dec 2022
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 65 102 0 14 Dec 2022
PhoMoH: Implicit Photorealistic 3D Models of Human Heads M. Zanfir Thiemo Alldieck C. Sminchisescu 3DH 106 5 0 14 Dec 2022
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images Pei Liu Luping Ji Feng Ye Bo Fu 74 29 0 13 Dec 2022
Resolving Semantic Confusions for Improved Zero-Shot Detection Sandipan Sarma Sushil Kumar Arijit Sur VLM ObjD 92 10 0 12 Dec 2022
Towards Practical Plug-and-Play Diffusion Models Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 119 17 0 12 Dec 2022
How to Backdoor Diffusion Models? Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM SILM 137 102 0 11 Dec 2022
Measuring Data Margaret Mitchell A. Luccioni Nathan Lambert Marissa Gerchick Angelina McMillan-Major Ezinwanne Ozoani Nazneen Rajani Tristan Thrush Yacine Jernite Douwe Kiela 93 17 0 09 Dec 2022
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis Weixi Feng Xuehai He Tsu-Jui Fu Varun Jampani Arjun Reddy Akula P. Narayana Sugato Basu Xinze Wang William Yang Wang CoGe 191 318 0 09 Dec 2022
Image Inpainting via Iteratively Decoupled Probabilistic Modeling Wenbo Li Xin Yu Kun Zhou Yibing Song Zhe Lin Jiaya Jia DiffM 84 12 0 06 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 105 15 0 05 Dec 2022
Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks Yanxiang Gong Zhiwei Xie Guozhen Duan Zejun Ma M. Xie GAN OffRL 68 3 0 03 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 135 192 0 02 Dec 2022
Fake detection in imbalance dataset by Semi-supervised learning with GAN Jinus Bordbar Saman Ardalan Mohammadreza Mohammadrezaie Zahra Ghasemi 72 1 0 02 Dec 2022
VIDM: Video Implicit Diffusion Models Kangfu Mei Vishal M. Patel DiffM VGen 104 82 0 01 Dec 2022
Physics-Constrained Generative Adversarial Networks for 3D Turbulence D. Tretiak A. Mohan Daniel Livescu GAN AI4CE PINN 75 2 0 01 Dec 2022
Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification Daniel J. Getter J. Bessac J. Rudi Yan Feng 69 0 0 30 Nov 2022
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 54 79 0 29 Nov 2022
Conditional Progressive Generative Adversarial Network for satellite image generation Renato Cardoso S. Vallecorsa Edoardo Nemni GAN 36 4 0 28 Nov 2022
Unified Discrete Diffusion for Simultaneous Vision-Language Generation Minghui Hu Chuanxia Zheng Heliang Zheng Tat-Jen Cham Chaoyue Wang Zuopeng Yang Dacheng Tao Ponnuthurai Nagaratnam Suganthan DiffM 131 26 0 27 Nov 2022
Traditional Classification Neural Networks are Good Generators: They are Competitive with DDPMs and GANs Guangrun Wang Philip Torr 83 9 0 27 Nov 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun Alex Schwing GAN 58 17 0 27 Nov 2022
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains S. Kim Kyoungkook Kang Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 77 19 0 26 Nov 2022
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling Gregory P. Spell Simiao Ren L. Collins Jordan M. Malof 39 1 0 25 Nov 2022
Composite Score for Anomaly Detection in Imbalanced Real-World Industrial Dataset Arnaud Bougaham M. Adoui Isabelle Linden Benoit Frénay 28 5 0 25 Nov 2022
Interactive Image Manipulation with Complex Text Instructions Ryugo Morita Zhiqiang Zhang Man M. Ho Jinjia Zhou DiffM 77 3 0 25 Nov 2022