Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning Zhiwen Zuo Lei Zhao Ailin Li Zhizhong Wang Zhanjie Zhang Jiafu Chen Wei Xing Dongming Lu 86 24 0 23 Mar 2023
$PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360$^{\circ}$$ PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360 $^{\circ}$ Sizhe An Hongyi Xu Yichun Shi Guoxian Song Ümit Y. Ogras Linjie Luo 3DH 131 78 0 23 Mar 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models N. Kuo Louisa R Jorm S. Barbieri DiffM 75 13 0 22 Mar 2023
MAGVLT: Masked Generative Vision-and-Language Transformer Sungwoong Kim DaeJin Jo Donghoon Lee Jongmin Kim VLM 58 12 0 21 Mar 2023
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models Lukas Höllein Ang Cao Andrew Owens Justin Johnson Matthias Nießner DiffM 130 182 0 21 Mar 2023
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering Yushi Hu Benlin Liu Jungo Kasai Yizhong Wang Mari Ostendorf Ranjay Krishna Noah A. Smith EGVM 87 239 0 21 Mar 2023
On the link between generative semi-supervised learning and generative open-set recognition E. Engelbrecht Johan A. du Preez GAN 69 2 0 21 Mar 2023
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning Yang Zhao Jianwen Xie Ping Li GAN 115 3 0 21 Mar 2023
Automatic Measures for Evaluating Generative Design Methods for Architects Eric Yeh Briland Hitaj Vidyasagar Sadhu Anirban Roy Takuma Nakabayashi Yoshito Tsuji EGVM 3DV 28 0 0 20 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 127 122 0 20 Mar 2023
Polynomial Implicit Neural Representations For Large Diverse Datasets Rajhans Singh Ankita Shukla Pavan Turaga AI4CE 84 24 0 20 Mar 2023
Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers Jaehoon Yoo Semin Kim Doyup Lee Chiheon Kim Seunghoon Hong 77 3 0 20 Mar 2023
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations Xiaodan Xing G. Papanastasiou Simon Walsh Guang Yang DiffM MedIm 72 10 0 19 Mar 2023
Elastic Interaction Energy-Based Generative Model: Approximation in Feature Space Chuqi Chen Yue Wu Yang Xiang 52 1 0 19 Mar 2023
Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain Classification Firas Al-Hindawi M. R. Siddiquee Teresa Wu Hang-Rui Hu Ying Sun 54 5 0 18 Mar 2023
Leaping Into Memories: Space-Time Deep Feature Synthesis Alexandros Stergiou Nikos Deligiannis 49 0 0 17 Mar 2023
Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs Artem Savkin Rachid Ellouze Nassir Navab F. Tombari 70 12 0 15 Mar 2023
Interpretable ODE-style Generative Diffusion Model via Force Field Construction Weiyang Jin Yongpei Zhu Yuxi Peng DiffM 46 0 0 14 Mar 2023
Digital staining in optical microscopy using deep learning -- a review Lucas Kreiss Shaowei Jiang Xiang Li Shiqi Xu Kevin C Zhou ... Seung Ah Lee G. Zheng Kyle J. Lafata O. Friedrich R. Horstmeyer 104 17 0 14 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 82 138 0 14 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 120 280 0 14 Mar 2023
Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review Hanxun Jin Enrui Zhang H. Espinosa AI4CE 126 77 0 14 Mar 2023
3D Cinemagraphy from a Single Image Xingyi Li Z. Cao Huiqiang Sun Jianming Zhang Ke Xian Guo-Shing Lin 3DV VGen 80 25 0 10 Mar 2023
Feature Unlearning for Pre-trained GANs and VAEs Saemi Moon Seunghyuk Cho Dongwoo Kim SSL GAN MU 135 13 0 10 Mar 2023
Scaling up GANs for Text-to-Image Synthesis Minguk Kang Jun-Yan Zhu Richard Y. Zhang Jaesik Park Eli Shechtman Sylvain Paris Taesung Park 96 478 0 09 Mar 2023
High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data Anwesha Mohanty Alistair Sutherland Marija Bezbradica Hossein Javidnia MedIm 51 1 0 08 Mar 2023
X-Avatar: Expressive Human Avatars Ka Shen Chen Guo Manuel Kaufmann Juan Jose Zarate Julien Valentin Jie Song Otmar Hilliges 101 55 0 08 Mar 2023
Vector Quantized Time Series Generation with a Bidirectional Prior Model Daesoo Lee Sara Malacarne Erlend Aune BDL 88 29 0 08 Mar 2023
Transformer-based Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 84 15 0 08 Mar 2023
M-EBM: Towards Understanding the Manifolds of Energy-Based Models Xiulong Yang Shihao Ji 62 5 0 08 Mar 2023
Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding Jiacheng Li Longhui Wei Zongyuan Zhan Xinfu He Siliang Tang Qi Tian Yueting Zhuang 48 4 0 07 Mar 2023
MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image Pairs Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan VGen 62 4 0 06 Mar 2023
A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in Goodness-of-Fit Testing and Generative Adversarial Networks Forough Fazeli Asl M. Zhang Lizhen Lin 77 1 0 05 Mar 2023
How to Construct Energy for Images? Denoising Autoencoder Can Be Energy Based Model W. Zeng DiffM 68 1 0 05 Mar 2023
A Complete Recipe for Diffusion Generative Models Kushagra Pandey Stephan Mandt DiffM 67 9 0 03 Mar 2023
Improving GAN Training via Feature Space Shrinkage Haozhe Liu Wentian Zhang Bing Li Haoqian Wu Nanjun He Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN 48 6 0 02 Mar 2023
Counterfactual Edits for Generative Evaluation Maria Lymperaiou Giorgos Filandrianos Konstantinos Thomas Giorgos Stamou EGVM 67 0 0 02 Mar 2023
Consistency Models Yang Song Prafulla Dhariwal Mark Chen Ilya Sutskever VLM DiffM 124 982 0 02 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 127 55 0 02 Mar 2023
Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation Rui Zhao Wei Li Zhipeng Hu Lincheng Li Zhengxia Zou Z. Shi Changjie Fan 71 19 0 02 Mar 2023
PAPAL: A Provable PArticle-based Primal-Dual ALgorithm for Mixed Nash Equilibrium Shihong Ding Hanze Dong Cong Fang Zhouchen Lin Tong Zhang 76 1 0 02 Mar 2023
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation Diederik P. Kingma Ruiqi Gao DiffM 118 144 0 01 Mar 2023
Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models A. Rybchuk M. Hassanaly N. Hamilton P. Doubrawa Mitchell J. Fulton L. Martínez‐Tossas AI4CE DiffM 61 18 0 01 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 66 24 0 01 Mar 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 96 9 0 28 Feb 2023
Differentially Private Diffusion Models Generate Useful Synthetic Images Sahra Ghalebikesabi Leonard Berrada Sven Gowal Ira Ktena Robert Stanforth Jamie Hayes Soham De Samuel L. Smith Olivia Wiles Borja Balle DiffM 76 75 0 27 Feb 2023
A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion Brendan O'Connor S. Dixon 43 0 0 27 Feb 2023
Diffusion Model-Augmented Behavioral Cloning Shangcheng Chen Hsiang-Chun Wang Ming-Hao Hsu Chun-Mao Lai Shao-Hua Sun DiffM 150 31 0 26 Feb 2023
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds Biraj Dahal Alex Havrilla Minshuo Chen Tuo Zhao Wenjing Liao GAN 59 10 0 25 Feb 2023
Data-Copying in Generative Models: A Formal Framework Robi Bhattacharjee S. Dasgupta Kamalika Chaudhuri TDI 83 8 0 25 Feb 2023