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A Style-Based Generator Architecture for Generative Adversarial Networks

12 December 2018

Papers citing "A Style-Based Generator Architecture for Generative Adversarial Networks"

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Title
Empirical Analysis of Overfitting and Mode Drop in GAN Training Yasin Yazici Chuan-Sheng Foo Stefan Winkler Kim-Hui Yap V. Chandrasekhar 91 32 0 25 Jun 2020
Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks P. Zhou Lingxi Xie Xiaopeng Zhang Bingbing Ni Qi Tian 71 13 0 25 Jun 2020
FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings M. Caner Tol Berk Gülmezoglu Koray Yurtseven B. Sunar 53 16 0 25 Jun 2020
Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study Alejandro Ungría Hirte Moritz Platscher T. Joyce J. Heit E. Tranvinh C. Federau MedIm DiffM 29 6 0 24 Jun 2020
Deep Convolutional GANs for Car Image Generation Dong-Hui Kim GAN 41 2 0 24 Jun 2020
PoseGAN: A Pose-to-Image Translation Framework for Camera Localization Kanglin Liu Qing Li Guoping Qiu GAN 71 19 0 23 Jun 2020
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models Cassidy Laidlaw Sahil Singla Soheil Feizi AAML OOD 150 189 0 22 Jun 2020
Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials Tim Hsu W. Epting Hokon Kim H. Abernathy Gregory A. Hackett A. Rollett P. Salvador Elizabeth A. Holm 35 84 0 22 Jun 2020
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification Jingtian Peng Chang Xiao Yifan Li 113 45 0 22 Jun 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample Shir Gur Sagie Benaim Lior Wolf VGen GAN DRL 100 70 0 22 Jun 2020
Neural Cellular Automata Manifold Alejandro Hernandez Ruiz Armand Vilalta Francesc Moreno-Noguer 57 9 0 22 Jun 2020
Global Image Sentiment Transfer Jie An Tianlang Chen Songyang Zhang Jiebo Luo DiffM 75 3 0 22 Jun 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 66 43 0 21 Jun 2020
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity Rodrigue Siry Ryan Webster Loïc Simon Julien Rabin 87 5 0 21 Jun 2020
Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Jiankang Deng Yannis Panagakis Stefanos Zafeiriou 93 94 0 20 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.2K 18,550 0 19 Jun 2020
A Generative Model for Texture Synthesis based on Optimal Transport between Feature Distributions Antoine Houdard Arthur Leclaire Nicolas Papadakis Julien Rabin OT DiffM 137 24 0 19 Jun 2020
Differentiable Augmentation for Data-Efficient GAN Training Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 221 608 0 18 Jun 2020
Diverse Image Generation via Self-Conditioned GANs Steven Liu Tongzhou Wang David Bau Jun-Yan Zhu Antonio Torralba SyDa 138 107 0 18 Jun 2020
Multi-Density Sketch-to-Image Translation Network Jialu Huang Liao Jing Zhifeng Tan Sam Kwong DiffM 66 14 0 18 Jun 2020
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen Daniel Cohen-Or Baoquan Chen Niloy J. Mitra 118 7 0 18 Jun 2020
Learning High-Resolution Domain-Specific Representations with a GAN Generator Danil Galeev Konstantin Sofiiuk D. Rukhovich Mikhail Romanov O. Barinova Anton Konushin GAN 93 15 0 18 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 162 478 0 17 Jun 2020
Adversarial Defense by Latent Style Transformations Shuo Wang Surya Nepal A. Abuadbba Carsten Rudolph M. Grobler AAML 44 11 0 17 Jun 2020
Visual Chirality Zhiqiu Lin Jin Sun Abe Davis Noah Snavely 43 30 0 16 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 79 32 0 16 Jun 2020
Improved Techniques for Training Score-Based Generative Models Yang Song Stefano Ermon DiffM 332 1,170 0 16 Jun 2020
CNN Acceleration by Low-rank Approximation with Quantized Factors Nikolay Kozyrskiy Anh-Huy Phan MQ 43 3 0 16 Jun 2020
Globally Injective ReLU Networks Michael Puthawala K. Kothari Matti Lassas Ivan Dokmanić Maarten V. de Hoop 105 28 0 15 Jun 2020
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems H. Nguyen Junichi Yamagishi Isao Echizen S´ebastien Marcel AAML CVBM 62 25 0 15 Jun 2020
Self-Supervised Domain Mismatch Estimation for Autonomous Perception Jonas Löhdefink Justin Fehrling Marvin Klingner Fabian Hüger Peter Schlicht Nico M. Schmidt Tim Fingscheidt 51 15 0 15 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 250 1,650 0 15 Jun 2020
PCAAE: Principal Component Analysis Autoencoder for organising the latent space of generative networks Chi-Hieu Pham Saïd Ladjal A. Newson DRL 116 33 0 14 Jun 2020
2D Image Relighting with Image-to-Image Translation Paul Gafton E. Maraz 58 13 0 14 Jun 2020
Structure by Architecture: Structured Representations without Regularization Felix Leeb Giulia Lanzillotta Yashas Annadani M. Besserve Stefan Bauer Bernhard Schölkopf OOD CML 106 8 0 14 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 92 62 0 13 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 107 205 0 13 Jun 2020
Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement Tianren Wang Teng Zhang Brian C. Lovell CVBM 60 36 0 13 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 98 124 0 13 Jun 2020
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction Yihao Huang Felix Juefei Xu Run Wang Qing Guo Lei Ma Xiaofei Xie Jianwen Li Weikai Miao Yang Liu G. Pu 73 71 0 13 Jun 2020
The DeepFake Detection Challenge (DFDC) Dataset Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang Cristian Canton Ferrer PICV 92 247 0 12 Jun 2020
Auto-Encoding for Shared Cross Domain Feature Representation and Image-to-Image Translation S. Pal 46 0 0 11 Jun 2020
Conditional Sampling with Monotone GANs: from Generative Models to Likelihood-Free Inference Ricardo Baptista Bamdad Hosseini Nikola B. Kovachki Youssef Marzouk OT GAN 109 24 0 11 Jun 2020
Cumulant GAN Yannis Pantazis D. Paul M. Fasoulakis Y. Stylianou Markos A. Katsoulakis GAN 110 18 0 11 Jun 2020
MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network Jiaze Sun Binod Bhattarai Tae-Kyun Kim GAN 61 10 0 11 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 282 1,897 0 11 Jun 2020
Rethinking the Truly Unsupervised Image-to-Image Translation Kyungjune Baek Yunjey Choi Youngjung Uh Jaejun Yoo Hyunjung Shim VLM LRM 92 104 0 11 Jun 2020
On Noise Injection in Generative Adversarial Networks Ruili Feng Deli Zhao Zhengjun Zha GAN 93 33 0 10 Jun 2020
Speech Fusion to Face: Bridging the Gap Between Human's Vocal Characteristics and Facial Imaging Yeqi Bai Tao Ma Lipo Wang Zhenjie Zhang CVBM 27 9 0 10 Jun 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 229 20 0 10 Jun 2020