Large Scale GAN Training for High Fidelity Natural Image Synthesis

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

50 / 1,372 papers shown

Title
Representation Topology Divergence: A Method for Comparing Neural Network Representations S. Barannikov I. Trofimov Nikita Balabin Evgeny Burnaev 3DPC 47 44 0 31 Dec 2021
Visual and Object Geo-localization: A Comprehensive Survey Daniel Wilson Xiaohan Zhang Waqas Sultani S. Wshah 31 15 0 30 Dec 2021
A Novel Generator with Auxiliary Branch for Improving GAN Performance Seung-won Park Y. Shin 29 7 0 30 Dec 2021
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 45 279 0 29 Dec 2021
Overcoming Mode Collapse with Adaptive Multi Adversarial Training K. Mangalam Rohin Garg GAN 34 13 0 29 Dec 2021
LatteGAN: Visually Guided Language Attention for Multi-Turn Text-Conditioned Image Manipulation Shoya Matsumori Yukikoko Abe Kosuke Shingyouchi K. Sugiura M. Imai 54 9 0 28 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 49 0 27 Dec 2021
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 32 6 0 24 Dec 2021
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 66 73 0 23 Dec 2021
Manifold Learning Benefits GANs Yao Ni Piotr Koniusz Leonid Sigal Richard Nock GAN 36 16 0 23 Dec 2021
Towards Universal GAN Image Detection D. Cozzolino Diego Gragnaniello Giovanni Poggi L. Verdoliva 37 30 0 23 Dec 2021
StyleSwin: Transformer-based GAN for High-resolution Image Generation Bo Zhang Shuyang Gu Bo Zhang Jianmin Bao Dong Chen Fang Wen Yong Wang B. Guo ViT 45 224 0 20 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 157 14,962 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 112 3,506 0 20 Dec 2021
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder Jong-Han Kim Gen Li Cheolkon Jung Joongkyu Kim 46 1 0 17 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 30 61 0 16 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 57 86 0 16 Dec 2021
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 37 247 0 16 Dec 2021
Self-supervised Enhancement of Latent Discovery in GANs Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath S. Sumitra 49 3 0 16 Dec 2021
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing Joonhyung Park J. Yang Jinwoo Shin Sung Ju Hwang Eunho Yang 38 23 0 16 Dec 2021
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation Umut Kocasari Alara Dirik Mert Tiftikci Pinar Yanardag CLIP 20 61 0 15 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 50 543 0 15 Dec 2021
Exploring Latent Dimensions of Crowd-sourced Creativity Umut Kocasari Alperen Bag Efehan Atici Pinar Yanardag 24 1 0 13 Dec 2021
Hallucinating Pose-Compatible Scenes Tim Brooks Alexei A. Efros 3DH 57 14 0 13 Dec 2021
Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness Jiseob Kim Ji-Hyun Lee Byoung-Tak Zhang CVBM 19 44 0 11 Dec 2021
More Control for Free! Image Synthesis with Semantic Diffusion Guidance Xihui Liu Dong Huk Park S. Azadi Gong Zhang Arman Chopikyan Yuxiao Hu Humphrey Shi Anna Rohrbach Trevor Darrell DiffM 53 253 0 10 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 44 105 0 09 Dec 2021
A Shared Representation for Photorealistic Driving Simulators Saeed Saadatnejad Siyuan Li Taylor Mordan Alexandre Alahi 49 5 0 09 Dec 2021
Automated Side Channel Analysis of Media Software with Manifold Learning Yuanyuan Yuan Qi Pang Shuai Wang AAML 40 18 0 09 Dec 2021
A Generic Approach for Enhancing GANs by Regularized Latent Optimization Yufan Zhou Chunyuan Li Changyou Chen Jinhui Xu 35 0 0 07 Dec 2021
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 140 81 0 06 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 46 266 0 05 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 162 85 0 04 Dec 2021
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing Yuanyuan Yuan Qi Pang Shuai Wang DiffM AAML MedIm 39 6 0 03 Dec 2021
Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion Yuanyuan Yuan Qi Pang Shuai Wang 46 23 0 03 Dec 2021
Panoptic-aware Image-to-Image Translation Liyun Zhang P. Ratsamee Bowen Wang Zhaojie Luo Yuuki Uranishi Manabu Higashida Haruo Takemura 32 3 0 03 Dec 2021
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization Xingchao Liu Chengyue Gong Lemeng Wu Shujian Zhang Haoran Su Qiang Liu CLIP 40 90 0 02 Dec 2021
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto Hao Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 45 35 0 02 Dec 2021
GANORCON: Are Generative Models Useful for Few-shot Segmentation? Oindrila Saha Zezhou Cheng Subhransu Maji 47 17 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 38 30 0 01 Dec 2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 38 38 0 01 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Jay P. Gala P. Xie 59 1 0 01 Dec 2021
Adversarial Attacks Against Deep Generative Models on Data: A Survey Hui Sun Tianqing Zhu Zhiqiu Zhang Dawei Jin Wanlei Zhou AAML 79 42 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 62 267 0 30 Nov 2021
Generative Convolution Layer for Image Generation Seung-won Park Y. Shin 34 12 0 30 Nov 2021
Privacy-Preserving Serverless Edge Learning with Decentralized Small Data Shih-Chun Lin Chia-Hung Lin 36 4 0 29 Nov 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 81 774 0 29 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 60 925 0 29 Nov 2021
On Predicting Generalization using GANs Yi Zhang Arushi Gupta Nikunj Saunshi Sanjeev Arora AI4CE 49 6 0 28 Nov 2021
OmiTrans: generative adversarial networks based omics-to-omics translation framework Xiaoyu Zhang Yike Guo MedIm 50 5 0 27 Nov 2021