Generative Adversarial Networks: An Overview

19 October 2017

Anil A Bharath

Papers citing "Generative Adversarial Networks: An Overview"

50 / 611 papers shown

Title
Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration Wenyang Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 23 8 0 14 Apr 2023
Uncertainty-Aware Null Space Networks for Data-Consistent Image Reconstruction Christoph Angermann Simon Göppel Markus Haltmeier 30 2 0 14 Apr 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 34 76 0 13 Apr 2023
Mask-conditioned latent diffusion for generating gastrointestinal polyp images Roman Machávcek Leila Mozaffari Z. Sepasdar Sravanthi Parasa P. Halvorsen Michael A. Riegler Vajira Thambawita MedIm DiffM 8 17 0 11 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 32 0 0 08 Apr 2023
A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation A. Khan Omkar Chaudhari Rohitash Chandra 33 166 0 06 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 38 44 0 04 Apr 2023
Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised Learning M. Fadul S. M. I. Donald R. Reising Lakmali Weerasena T. D. Loveless Mina Sartipi 47 8 0 02 Apr 2023
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Wenqiao Zhang Changshuo Liu Can Cui Beng Chin Ooi CML 27 0 0 30 Mar 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi-Xin Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Liang Feng VGen 21 17 0 29 Mar 2023
Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-k Selection Discriminator Yunhao Chen Yunjie Zhu Zihui Yan Jian Shen Zhen Ren Yifan Huang DiffM 39 8 0 27 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment Yiqing Zhang Xinming Huang Ziming Zhang 36 4 0 21 Mar 2023
Targeted Analysis of High-Risk States Using an Oriented Variational Autoencoder Chenguang Wang Ensieh Sharifnia Simon Tindemans Peter Palensky DRL 23 0 0 20 Mar 2023
A Survey of Demonstration Learning André Rosa de Sousa Porfírio Correia Luís A. Alexandre OffRL 36 17 0 20 Mar 2023
Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations G. An Chase Cockrell 26 2 0 16 Mar 2023
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels J. Cross-Zamirski P. Anand Guy B. Williams E. Mouchet Yinhai Wang Carola-Bibiane Schönlieb VLM DiffM MedIm 14 8 0 15 Mar 2023
Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Zhicai Wang Y. Hao Tingting Mu Ouxiang Li Shuo Wang Xiangnan He VLM 31 10 0 15 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 88 25 0 02 Mar 2023
An Approximation Theory Framework for Measure-Transport Sampling Algorithms Ricardo Baptista Bamdad Hosseini Nikola B. Kovachki Youssef M. Marzouk A. Sagiv OT 33 17 0 27 Feb 2023
Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme Jianhao Huang Dongxu Li Chenyu Huang Xiaoqi Qin Wei Zhang 20 31 0 27 Feb 2023
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation SeungHwan An Jong-June Jeon DRL 35 8 0 22 Feb 2023
Task-Oriented Prediction and Communication Co-Design for Haptic Communications Burak Kizilkaya Changyang She Guodong Zhao Muhammad Ali Imran 14 9 0 21 Feb 2023
RecFNO: a resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator Xiaoyu Zhao Xiaoqian Chen Zhiqiang Gong Weien Zhou W. Yao Yunyang Zhang AI4CE 25 19 0 20 Feb 2023
A Bibliography of Multiple Sclerosis Lesions Detection Methods using Brain MRIs A. Shah Maged S. Al-Shaibani Moataz Ahmad R. Bunyan 17 2 0 19 Feb 2023
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 26 1 0 18 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Jing Zhang Zhongang Qi Ying Shan Xiaohu Qie DiffM 31 969 0 16 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
Adversarial Path Planning for Optimal Camera Positioning Gaia Carenini Alexandre Duplessis 19 0 0 14 Feb 2023
Unsupervised Deep Learning for IoT Time Series Ya Liu Ying Zhou Kai Yang X. Wang AI4TS 39 33 0 07 Feb 2023
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data Tianyu Zhang T. Tan Luyi Han Xin Wang Yuan Gao Jonas Teuwen R. Beets-Tan R. Mann MedIm 27 1 0 03 Feb 2023
Review of methods for automatic cerebral microbleeds detection M. Ferlin Zuzanna Klawikowska M. Grochowski Malgorzata Grzywiñska E. Szurowska 17 0 0 31 Jan 2023
Truth Machines: Synthesizing Veracity in AI Language Models Luke Munn Liam Magee Vanicka Arora SyDa HILM 23 28 0 28 Jan 2023
Blockchain-aided Secure Semantic Communication for AI-Generated Content in Metaverse Yi-Lan Lin Hongyang Du Dusit Niyato Jiangtian Nie Jiayi Zhang Yanyu Cheng Zhaohui Yang 46 66 0 25 Jan 2023
ChatGPT is not all you need. A State of the Art Review of large Generative AI models Roberto Gozalo-Brizuela E.C. Garrido-Merchán 27 261 0 11 Jan 2023
CDA: Contrastive-adversarial Domain Adaptation Nishant Yadav M. Alam Ahmed K. Farahat Dipanjan Ghosh Chetan Gupta A. Ganguly 22 2 0 10 Jan 2023
Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition Mohammad Alawadhi Wei Yan 3DPC 11 1 0 03 Jan 2023
Digital Engineering Transformation with Trustworthy AI towards Industry 4.0: Emerging Paradigm Shifts Jingwei Huang AI4CE 39 2 0 03 Jan 2023
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 23 0 0 28 Dec 2022
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution Ruohao Wang Xiaohui Liu Zhilu Zhang Xiaohe Wu Chunling Feng Lei Zhang W. Zuo SupR 33 7 0 10 Dec 2022
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning Dongjie Wang Lingfei Wu Denghui Zhang Jingbo Zhou Leilei Sun Yanjie Fu 30 18 0 01 Dec 2022
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning Pengyu Qiu Xuhong Zhang S. Ji Chong Fu Xing Yang Ting Wang FedML AAML 30 12 0 01 Dec 2022
Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification Daniel J. Getter J. Bessac J. Rudi Yan Feng 27 0 0 30 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 35 6 0 27 Nov 2022
Deep Fake Detection, Deterrence and Response: Challenges and Opportunities Amin Azmoodeh Ali Dehghantanha 42 2 0 26 Nov 2022
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization Nisha Huang Yuxin Zhang Fan Tang Chongyang Ma Haibin Huang Yong Zhang Weiming Dong Changsheng Xu DiffM 28 41 0 19 Nov 2022
Potential Auto-driving Threat: Universal Rain-removal Attack Jincheng Hu Jihao Li Zhuoran Hou Jingjing Jiang Cunjia Liu Yuanjian Zhang AAML 24 4 0 18 Nov 2022
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing Salah A. Faroughi N. Pawar C. Fernandes Maziar Raissi Subasish Das N. Kalantari S. K. Mahjour PINN AI4CE 27 49 0 14 Nov 2022
Robust DNN Surrogate Models with Uncertainty Quantification via Adversarial Training Lixiang Zhang Jia Li AAML 11 0 0 10 Nov 2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal Tao Wang Kaihao Zhang Xuanxi Chen Wenhan Luo Jiankang Deng Tong Lu Xiaochun Cao Wei Liu Hongdong Li S. Zafeiriou SupR 35 36 0 05 Nov 2022
Generating Clear Images From Images With Distortions Caused by Adverse Weather Using Generative Adversarial Networks N. Mor GAN 15 0 0 01 Nov 2022