Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

Papers citing "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks"

50 / 1,664 papers shown

Title
Immune Defense: A Novel Adversarial Defense Mechanism for Preventing the Generation of Adversarial Examples Jinwei Wang Hao Wu Haihua Wang Jiawei Zhang X. Luo Bin Ma AAML 25 0 0 08 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 29 507 0 07 Mar 2023
Contrastive Hierarchical Clustering Michal Znale'zniak P. Rola Patryk Kaszuba Jacek Tabor Marek Śmieja 21 5 0 03 Mar 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 46 9 0 28 Feb 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images Yuki Kondo Norimichi Ukita SupR 24 8 0 24 Feb 2023
Uncertainty Injection: A Deep Learning Method for Robust Optimization W. Cui Wei Yu UQCV OOD 24 6 0 23 Feb 2023
Attention Mechanism for Contrastive Learning in GAN-based Image-to-Image Translation Hanzhen Zhang Liguo Zhou Ruining Wang Alois Knoll 18 0 0 23 Feb 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model Haoran Ma 15 5 0 23 Feb 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 29 0 0 22 Feb 2023
Hyneter: Hybrid Network Transformer for Object Detection Dong Chen Duoqian Miao Xuepeng Zhao ViT 31 3 0 18 Feb 2023
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 26 1 0 18 Feb 2023
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images M. R. Siddiquee Jay Shah Teresa Wu C. Chong T. Schwedt Gina M. Dumkrieger S. Nikolova Baoxin Li MedIm 33 11 0 18 Feb 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 41 33 0 17 Feb 2023
From paintbrush to pixel: A review of deep neural networks in AI-generated art Anne-Sofie Maerten Derya Soydaner 37 23 0 14 Feb 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 32 0 0 08 Feb 2023
Futuristic Variations and Analysis in Fundus Images Corresponding to Biological Traits M. Hassan Hao Zhang Ahmed Fateh Ameen Home Wu Zeng Shuyue Ma ... Dongmei Wu Can Zhang You Zhou Awiwu Ain Peiwu Qin MedIm 26 0 0 08 Feb 2023
Structured Generative Models for Scene Understanding Christopher K. I. Williams OCL 3DV 19 3 0 07 Feb 2023
Private GANs, Revisited Alex Bie Gautam Kamath Guojun Zhang 27 14 0 06 Feb 2023
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 33 5 0 04 Feb 2023
QCM-SGM+: Improved Quantized Compressed Sensing With Score-Based Generative Models Xiangming Meng Y. Kabashima 45 1 0 02 Feb 2023
Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets Hussein Hazimeh Natalia Ponomareva GAN 33 2 0 31 Jan 2023
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks Noyan Evirgen Xiang Chen 26 12 0 31 Jan 2023
Extracting Training Data from Diffusion Models Nicholas Carlini Jamie Hayes Milad Nasr Matthew Jagielski Vikash Sehwag Florian Tramèr Borja Balle Daphne Ippolito Eric Wallace DiffM 63 569 0 30 Jan 2023
Constrained Policy Optimization with Explicit Behavior Density for Offline Reinforcement Learning Jing Zhang Chi Zhang Wenjia Wang Bing-Yi Jing OffRL 32 7 0 28 Jan 2023
CADA-GAN: Context-Aware GAN with Data Augmentation Sofie Daniels Jiugeng Sun Jiaqing Xie 28 0 0 21 Jan 2023
Removing Structured Noise with Diffusion Models Tristan S.W. Stevens Hans van Gorp F. C. Meral Junseob Shin Jason Yu Jean-Luc Robert Ruud J. G. van Sloun DiffM 31 0 0 20 Jan 2023
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde MedIm 36 9 0 16 Jan 2023
Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis Julian Schon Raghavendra Selvan Lotte Nygaard I. Vogelius Jens Petersen MedIm 14 4 0 13 Jan 2023
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs Yinghao Xu Yujun Shen Jiapeng Zhu Ceyuan Yang Bolei Zhou 28 2 0 12 Jan 2023
LinkGAN: Linking GAN Latents to Pixels for Controllable Image Synthesis Jiapeng Zhu Ceyuan Yang Yujun Shen Zifan Shi Bo Dai Deli Zhao Qifeng Chen GAN 11 21 0 11 Jan 2023
Deep Injective Prior for Inverse Scattering AmirEhsan Khorashadizadeh Vahid Khorashadi-Zadeh Sepehr Eskandari Guy A. E. Vandenbosch Ivan Dokmanić 18 7 0 08 Jan 2023
3DAvatarGAN: Bridging Domains for Personalized Editable Avatars Rameen Abdal Hsin-Ying Lee Peihao Zhu Menglei Chai Aliaksandr Siarohin Peter Wonka Sergey Tulyakov 3DH 24 47 0 06 Jan 2023
On the causality-preservation capabilities of generative modelling Yves-Cédric Bauwelinckx Jan Dhaene Tim Verdonck Milan van den Heuvel CML AI4CE 38 0 0 03 Jan 2023
KoopmanLab: machine learning for solving complex physics equations Wei Xiong Muyuan Ma Xiaomeng Huang Ziyang Zhang Pei Sun Yang Tian AI4CE 26 13 0 03 Jan 2023
Exploring Complex Dynamical Systems via Nonconvex Optimization Hunter L. Elliott 10 0 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 13 3 0 02 Jan 2023
GANExplainer: GAN-based Graph Neural Networks Explainer Yiqiao Li Jianlong Zhou Boyuan Zheng Fang Chen LLMAG 40 4 0 30 Dec 2022
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization Feihong Shen Jingjing Liu Hai-Zhen Li B. Fang Chenglong Ma Jinxiang Hao Yang Feng Youyi Zheng Youyi Zheng MedIm DiffM 52 0 0 29 Dec 2022
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 29 7 0 22 Dec 2022
Exploring Content Relationships for Distilling Efficient GANs Lizhou You Mingbao Lin Tie Hu Rongrong Ji Rongrong Ji 41 3 0 21 Dec 2022
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification D. F. S. Santos R. G. Pires L. A. Passos João Paulo Papa 24 6 0 20 Dec 2022
A Brief Survey on Person Recognition at a Distance Chris Nalty Neehar Peri Joshua Gleason Carlos D. Castillo Shuowen Hu T. Bourlai Rama Chellappa CVBM 39 7 0 17 Dec 2022
Towards Smooth Video Composition Qihang Zhang Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou VGen 44 14 0 14 Dec 2022
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion Yushi Lan Xuyi Meng Shuai Yang Chen Change Loy Bo Dai 3DH 3DV 39 30 0 14 Dec 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 26 6 0 11 Dec 2022
GAMMA: Generative Augmentation for Attentive Marine Debris Detection Vaishnavi Khindkar Janhavi Khindkar ViT 10 1 0 07 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 20 9 0 07 Dec 2022
Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information Xudong Kang H. Xie Man-Leung Wong J. Qin 36 0 0 05 Dec 2022
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs Usama Tariq Rizwan Qureshi Ana Zafar Danyal Aftab Jia Wu Tanvirul Alam Zubair Shah Hazrat Ali MedIm 18 8 0 04 Dec 2022
Statistical Physics of Deep Neural Networks: Initialization toward Optimal Channels Kangyu Weng Aohua Cheng Ziyang Zhang Pei Sun Yang Tian 53 2 0 04 Dec 2022