Generative Adversarial Networks

GAN

Generates realistic images, videos, and other data by pitting two neural networks against each other. Revolutionises content creation, image synthesis, and data augmentation in fields like entertainment, design, and machine learning.

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Leveraging generative adversarial networks with spatially adaptive denormalization for multivariate stochastic seismic data inversion Roberto Miele Leonardo Azevedo GAN AI4CE 80 0 0 02 Dec 2025
Generative Adversarial Gumbel MCTS for Abstract Visual Composition Generation Zirui Zhao Boye Niu David Hsu Wee Sun Lee GAN 60 0 0 01 Dec 2025
Adversarial Flow Models Shanchuan Lin Ceyuan Yang Zhijie Lin Hao Chen Haoqi Fan GAN 48 0 0 27 Nov 2025
LANE: Lexical Adversarial Negative Examples for Word Sense Disambiguation Jader Martins Camboim de Sá Jooyoung Lee C. Pruski Marcos Da Silveira GAN 208 0 0 14 Nov 2025
A Non-Adversarial Approach to Idempotent Generative Modelling Mohammed Al-Jaff Giovanni Luca Marchetti Michael C. Welle Jens Lundell Mats G. Gustafsson Gustav Eje Henter Hossein Azizpour Danica Kragic GAN 204 0 0 04 Nov 2025
A Generative Adversarial Approach to Adversarial Attacks Guided by Contrastive Language-Image Pre-trained Model Sampriti Soor Alik Pramanick Jothiprakash K Arijit Sur AAML GAN VLM 426 0 0 03 Nov 2025
Generative Adversarial Synthesis and Deep Feature Discrimination of Brain Tumor MRI Images Md Sumon Ali Muzammil Behzad GAN MedIm 136 0 0 03 Nov 2025
Causal-Aware Generative Adversarial Networks with Reinforcement Learning T. Nguyen D. Nguyen Tri-Nhan Vo T. Le Sunil Gupta GAN CML 202 0 0 28 Oct 2025
IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Insu Jeon Wonkwang Lee Myeongjang Pyeon Gunhee Kim DRL GAN 186 42 0 23 Oct 2025
PCP-GAN: Property-Constrained Pore-scale image reconstruction via conditional Generative Adversarial Networks Ali Sadeghkhani Brandon Bennett M. Babaei A. Rabbani GAN AI4CE 132 0 0 22 Oct 2025
Controlling the image generation process with parametric activation functions Ilia Pavlov GAN 140 0 0 17 Oct 2025
GAN-based Content-Conditioned Generation of Handwritten Musical Symbols Gerard Asbert Pau Torras Lei Kang Alicia Fornés Josep Lladós GAN 200 1 0 16 Oct 2025
Towards geological inference with process-based and deep generative modeling, part 1: training on fluvial deposits Guillaume Rongier Luk Peeters GAN AI4CE 102 0 0 16 Oct 2025
A Review on Domain Adaption and Generative Adversarial Networks(GANs) Aashish Dhawan Divyanshu Mudgal GAN 116 0 0 14 Oct 2025
Joint Discriminative-Generative Modeling via Dual Adversarial Training Xuwang Yin Claire Zhang Julie Steele Nir Shavit T. T. Wang GAN 180 0 0 13 Oct 2025
CoLoR-GAN: Continual Few-Shot Learning with Low-Rank Adaptation in Generative Adversarial Networks Munsif Ali L. Rossi Massimo Bertozzi CLL GAN 124 0 0 13 Oct 2025
Encoder Decoder Generative Adversarial Network Model for Stock Market Prediction Bahadur Yadav Sanjay Kumar Mohanty AIFin GAN AI4TS 143 0 0 12 Oct 2025
Towards Data-Efficient Medical Imaging: A Generative and Semi-Supervised Framework Mosong Ma Tania Stathaki Michalis Lazarou MedIm GAN 157 0 0 07 Oct 2025
PGMEL: Policy Gradient-based Generative Adversarial Network for Multimodal Entity Linking KM Pooja Cheng Long Aixin Sun GAN 136 0 0 03 Oct 2025
Generative Adversarial Networks Applied for Privacy Preservation in Biometric-Based Authentication and Identification Lubos Mjachky Ivan Homoliak PICV GAN 140 0 0 24 Sep 2025
StrCGAN: A Generative Framework for Stellar Image Restoration Shantanusinh Parmar Silas Janke GAN 275 0 0 24 Sep 2025
Generative data augmentation for biliary tract detection on intraoperative images Cristina Iacono Mariarosaria Meola Federica Conte Laura Mecozzi Umberto Bracale Pietro Falco Fanny Ficuciello MedIm GAN 136 0 0 23 Sep 2025
Quantum Generative Adversarial Autoencoders: Learning latent representations for quantum data generation Naipunnya Raj Rajiv Sangle Avinash Singh Krishna Kumar Sabapathy GAN GNN 144 0 0 19 Sep 2025
RaceGAN: A Framework for Preserving Individuality while Converting Racial Information for Image-to-Image TranslationInternational Conference on Machine Learning and Applications (ICMLA), 2024 Mst Tasnim Pervin G. Bebis Fang Jiang Alireza Tavakkoli GAN 98 0 0 18 Sep 2025
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation Xiaoyu Yue Zidong Wang Yuqing Wang Wenlong Zhang Xihui Liu Wanli Ouyang Wenlong Zhang Luping Zhou GAN 136 2 0 18 Sep 2025
From Autoencoders to CycleGAN: Robust Unpaired Face Manipulation via Adversarial Learning Collin Guo CVBM GAN 155 0 0 15 Sep 2025
On optimal solutions of classical and sliced Wasserstein GANs with non-Gaussian data Yu-Jui Huang Hsin-Hua Shen Yu-Chih Huang Wan-Yi Lin Shih-Chun Lin GAN 116 0 0 08 Sep 2025
QCA-MolGAN: Quantum Circuit Associative Molecular GAN with Multi-Agent Reinforcement Learning Aaron Mark Thomas Yu-Cheng Chen Hubert Okadome Valencia Sharu Theresa Jose Ronin Wu GAN 176 0 0 05 Sep 2025
An invertible generative model for forward and inverse problems Tristan van Leeuwen Christoph Brune Marcello Carioni GAN TPM 184 0 0 04 Sep 2025
High Cursive Complex Character Recognition using GAN External ClassifierInternational Conferences on Computing Advancements (ICCCA), 2022 S M Rafiuddin GAN 117 0 0 03 Sep 2025
Geometric origin of adversarial vulnerability in deep learning Yixiong Ren Wenkang Du Jianhui Zhou Haiping Huang AAML GAN 131 0 0 01 Sep 2025
Non-expert to Expert Motion Translation Using Generative Adversarial Networks Yuki Tanaka Seiichiro Katsura GAN 116 0 0 28 Aug 2025
Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation H. Ma Daizong Liu Xiaowen Cai Pan Zhou Yulai Xie GAN 156 0 0 25 Aug 2025
Two-flow Feedback Multi-scale Progressive Generative Adversarial Network Sun Weikai Song Shijie Chi Wenjie EGVM GAN AI4CE 138 0 0 22 Aug 2025
Adversarial Agent Behavior Learning in Autonomous Driving Using Deep Reinforcement Learning Arjun Srinivasan Anubhav Paras Aniket Bera GAN 128 0 0 21 Aug 2025
Domain Translation of a Soft Robotic Arm using Conditional Cycle Generative Adversarial Network Nilay Kushawaha Carlo Alessi Lorenzo Fruzzetti Egidio Falotico GAN 112 0 0 16 Aug 2025
Conditional Generative Adversarial Networks Based Inertial Signal Translation Marcin Kolakowski GAN 125 0 0 16 Aug 2025
Generation of Indian Sign Language Letters, Numbers, and Words Ajeet Kumar Yadav Nishant Kumar Rathna G N GAN VLM 74 0 0 13 Aug 2025
Neural Artistic Style and Color Transfer Using Deep Learning Justin London GAN 178 0 0 12 Aug 2025
GANime: Generating Anime and Manga Character Drawings from Sketches with Deep Learning Tai Vu Robert Yang GAN 96 2 0 10 Aug 2025
Automatic Image Colorization with Convolutional Neural Networks and Generative Adversarial Networks Ruiyu Li Changyuan Qiu Hangrui Cao Qihan Ren Yuqing Qiu GAN 185 3 0 07 Aug 2025
Emotion Detection Using Conditional Generative Adversarial Networks (cGAN): A Deep Learning Approach Anushka Srivastava GAN 124 0 0 06 Aug 2025
Learning Kinetic Monte Carlo stochastic dynamics with Deep Generative Adversarial Networks Daniele Lanzoni Olivier Pierre-Louis R. Bergamaschini F. Montalenti GAN AI4CE 104 0 0 29 Jul 2025
PanoGAN A Deep Generative Model for Panoramic Dental RadiographsJournal of Imaging (JI), 2025 Soren Pedersen Sanyam Jain Mikkel Chavez Viktor Ladehoff Bruna Neves de Freitas Ruben Pauwels GAN MedIm AI4CE 228 9 0 28 Jul 2025
Ctx2TrajGen: Traffic Context-Aware Microscale Vehicle Trajectories using Generative Adversarial Imitation Learning Joobin Jin Seokjun Hong Gyeongseon Baek Yeeun Kim Byeongjoon Noh GAN 131 0 0 23 Jul 2025
Generalized Dual Discriminator GANs Penukonda Naga Chandana Tejas Srivastava Gowtham R. Kurri V. Lalitha GAN 92 0 0 23 Jul 2025
Bringing Balance to Hand Shape Classification: Mitigating Data Imbalance Through Generative ModelsApplied Soft Computing (ASC), 2025 Gastón Ríos P. D. Bianco Franco Ronchetti F. Quiroga Oscar Stanchi Santiago Ponte Ahón Waldo Hasperué GAN SLR 192 0 0 22 Jul 2025
MoDyGAN: Combining Molecular Dynamics With GANs to Investigate Protein Conformational Space Jingbo Liang Bruna Jacobson GAN AI4CE 60 0 0 18 Jul 2025
Expert Operational GANS: Towards Real-Color Underwater Image Restoration Ozer Can Devecioglu Serkan Kiranyaz Mehmet Yamac Moncef Gabbouj GAN 76 0 0 14 Jul 2025
Counterfactual Visual Explanation via Causally-Guided Adversarial Steering Yiran Qiao Disheng Liu Yiren Lu Yu Yin Mengnan Du Jing Ma GAN CML AAML 156 0 0 14 Jul 2025

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