Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Towards Mode Balancing of Generative Models via Diversity Weights Sebastian Berns S. Colton Christian Guckelsberger 69 7 0 24 Apr 2023
Conditional Denoising Diffusion for Sequential Recommendation Yu Wang Zhiwei Liu Liangwei Yang Philip S. Yu DiffM 67 25 0 22 Apr 2023
A Review of Deep Learning for Video Captioning Moloud Abdar Meenakshi Kollati Swaraja Kuraparthi Farhad Pourpanah Daniel J. McDuff ... Shuicheng Yan Abduallah A. Mohamed Abbas Khosravi Min Zhang Fatih Porikli 3DV 121 22 0 22 Apr 2023
PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference Paradigm N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Kerui Hu DiffM 74 10 0 18 Apr 2023
POCE: Pose-Controllable Expression Editing Rongliang Wu Yingchen Yu Fangneng Zhan Jiahui Zhang Tianran Ouyang Shijian Lu CVBM 83 2 0 18 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 241 1,106 0 18 Apr 2023
Insta(nt) Pet Therapy: GAN-generated Images for Therapeutic Social Media Content Tanish Jain 26 0 0 17 Apr 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 125 316 0 17 Apr 2023
Everyone Can Be Picasso? A Computational Framework into the Myth of Human versus AI Painting Yilin Ye Rong Huang Kangyi Zhang Weizhen Zeng 27 1 0 17 Apr 2023
Attributing Image Generative Models using Latent Fingerprints Guangyu Nie Changhoon Kim Yezhou Yang Yi Ren WIGM DiffM 99 16 0 17 Apr 2023
Spot The Odd One Out: Regularized Complete Cycle Consistent Anomaly Detector GAN Zahra Dehghanian Saeed Saravani M. Amirmazlaghani Mohammad Rahmati 43 1 0 16 Apr 2023
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion Xin Wang Zhenrong Shen Zhiyun Song Sheng Wang Mengjun Liu Lichi Zhang Kai Xuan Qian Wang MedIm 40 4 0 16 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model Minchul Kim Feng Liu Anil Jain Xiaoming Liu DiffM 111 119 0 14 Apr 2023
Soundini: Sound-Guided Diffusion for Natural Video Editing Seung Hyun Lee Si-Yeol Kim Innfarn Yoo Feng Yang Donghyeon Cho Youngseo Kim Huiwen Chang Jinkyu Kim Sangpil Kim VGen DiffM 85 16 0 13 Apr 2023
Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation Jaemin Cho Linjie Li Zhengyuan Yang Zhe Gan Lijuan Wang Joey Tianyi Zhou EGVM 72 6 0 13 Apr 2023
ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis Hongchen Tan Baocai Yin Kun Wei Xiuping Liu Xin Li 56 18 0 13 Apr 2023
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs Moayed Haji-Ali Andrew Bond Tolga Birdal Duygu Ceylan Levent Karacan Erkut Erdem Aykut Erdem VGen DiffM 219 2 0 12 Apr 2023
CamDiff: Camouflage Image Augmentation via Diffusion Model Xuejiao Luo Shuo Wang Zongwei Wu Daniel Gehrig Yun Cheng Deng-Ping Fan Luc Van Gool DiffM 81 19 0 11 Apr 2023
Controllable Textual Inversion for Personalized Text-to-Image Generation Jianan Yang Haobo Wang Yanming Zhang Rui Xiao Sai Wu Gang Chen Jiaqi Zhao DiffM 98 12 0 11 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 71 14 0 10 Apr 2023
Reflected Diffusion Models Aaron Lou Stefano Ermon 110 56 0 10 Apr 2023
CCLAP: Controllable Chinese Landscape Painting Generation via Latent Diffusion Model Ziyi Wang Jie Zhang Zhilong Ji Jinfeng Bai Shiguang Shan DiffM 66 8 0 09 Apr 2023
SAR2EO: A High-resolution Image Translation Framework with Denoising Enhancement Jun-chen Yu Shenshen Du Guochen Xie Renjie Lu Pengwei Li Zhongpeng Cai Keda Lu 52 4 0 08 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 145 30 0 06 Apr 2023
Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks Md. Tanvir Rouf Shawon G. M. Shahariar F. Shah Mohammad Shafiul Alam Md. Shahriar Mahbub 82 6 0 05 Apr 2023
A Diffusion-based Method for Multi-turn Compositional Image Generation Chao Wang DiffM 70 3 0 05 Apr 2023
EGC: Image Generation and Classification via a Diffusion Energy-Based Model Qiushan Guo Chuofan Ma Yi Jiang Zehuan Yuan Yizhou Yu Ping Luo DiffM 82 8 0 04 Apr 2023
Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation Mayu Otani Riku Togashi Yu Sawai Ryosuke Ishigami Yuta Nakashima Esa Rahtu J. Heikkilä Shiníchi Satoh 105 65 0 04 Apr 2023
Image Blind Denoising Using Dual Convolutional Neural Network with Skip Connection Wencong Wu Shicheng Liao Guannan Lv Peng Liang Yungang Zhang 34 3 0 04 Apr 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 127 47 0 04 Apr 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Jaeill Kim Suhyun Kang Duhun Hwang Jungwook Shin Wonjong Rhee DRL 109 23 0 04 Apr 2023
VTAE: Variational Transformer Autoencoder with Manifolds Learning Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Dacheng Tao Xuelong Li DRL 82 14 0 03 Apr 2023
Diffusion map particle systems for generative modeling Fengyi Li Youssef Marzouk DiffM 68 4 0 01 Apr 2023
Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-based Approach Anbai Jiang Weiqiang Zhang Yufeng Deng Pingyi Fan Jia-Wei Liu 106 20 0 31 Mar 2023
3D-aware Image Generation using 2D Diffusion Models Jianfeng Xiang Jiaolong Yang Binbin Huang Xin Tong DiffM 91 67 0 31 Mar 2023
Rethinking interpretation: Input-agnostic saliency mapping of deep visual classifiers Naveed Akhtar M. Jalwana FAtt AAML 70 7 0 31 Mar 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 133 138 0 30 Mar 2023
Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment Kim Sung-Bin Arda Senocak H. Ha Andrew Owens Tae-Hyun Oh DiffM VGen 86 39 0 30 Mar 2023
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation Guangcong Zheng Xianpan Zhou Xuewei Li Zhongang Qi Ying Shan Xi Li DiffM 96 190 0 30 Mar 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui Yingchen Yu Fangneng Zhan Tianran Ouyang Shijian Lu1 Eric P. Xing VLM 106 19 0 30 Mar 2023
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes Ali Borji 163 32 0 29 Mar 2023
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation D. Torbunov Yi Huang Huan-Hsin Tseng Haiwang Yu Jin-zhi Huang Shinjae Yoo Meifeng Lin B. Viren Yihui Ren 82 12 0 28 Mar 2023
Variational Distribution Learning for Unsupervised Text-to-Image Generation Minsoo Kang Doyup Lee Jiseob Kim Saehoon Kim Bohyung Han DRL OOD 67 4 0 28 Mar 2023
Generating artificial digital image correlation data using physics-guided adversarial networks D. Melching Erik Schultheis Eric Breitbarth GAN AI4CE 137 3 0 28 Mar 2023
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification Dominique Mercier Andreas Dengel Sheraz Ahmed AI4TS 43 1 0 28 Mar 2023
Object-Centric Relational Representations for Image Generation L. Butera Andrea Cini Alberto Ferrante Cesare Alippi OCL DiffM 70 0 0 26 Mar 2023
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference Xiaoshi Wu Keqiang Sun Feng Zhu Rui Zhao Hongsheng Li 128 164 0 25 Mar 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 227 171 0 25 Mar 2023
Factor Decomposed Generative Adversarial Networks for Text-to-Image Synthesis Jiguo Li Xiaobin Liu Lirong Zheng DRL 54 1 0 24 Mar 2023
High Fidelity Image Synthesis With Deep VAEs In Latent Space Troy Luhman Eric Luhman DRL 3DV 65 7 0 23 Mar 2023