GAN image synthesis

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Evidence papers — 50 most recent of 164

• HMB-GAN: Hybrid Multi-Bézier GAN for Vector Shape Synthesis
  Elian Hugh Thiele-Evans, Binh Duong Pham, Hani Omar M Alharbi, Liibaan Aaden, Syed Umer Hasnain Zaidi, Prem Prakash Jayaraman, Muhammad Saeed, Boris Eisenbart · Sep 2026 · arXiv
• Generating Heterogeneous 3D Geological Microstructures from 2D Images via a Stable Diffusion-Adversarial Model
  Ali Aouf, Eric Laloy, Bart Rogiers, Christophe De Vleeschouwer · Sep 2026 · arXiv
• A GAN-Based Framework for Robust DDoS Attack Detection
  Makram Chehayeb, Walid Fahs, Amina Rizk, Rida Khatoun, Omran Berjawi · Sep 2026 · arXiv
• Beyond Pixel Similarity: Task-Aware Evaluation of GAN-Based Synthetic Sonar Data for Robotic Perception
  Hannan Ejaz Keen, Muhammad Moazam Fraz, Karsten Berns · Sep 2026 · arXiv
• An End-to-End Automated Pipeline for Controllable Crack Data Synthesis
  Conghui Li, Muxin Pu, Chern Hong Lim, Weiyao Lin, Xin Wang · Sep 2026 · arXiv
• Deep Learning-Based Detection of Electrical Faults and Power Quality Disturbances in Aerospace Power Systems
  Ian C. Guzmán, Radu Babiceanu, Berker Peköz · Sep 2026 · arXiv
• A Systematic Evaluation of Molecule Generation Models for De Novo Drug Design: From Benchmarks to Practical Insights
  Xinrui Xu, Xueer Wang, Dan Luo, Sisi Yuan, Xuan Lin · Sep 2026 · arXiv
• FedGenSC: Federated Generative Semantic Communication with Channel-Aware Adaptation
  Rita Abou Fares, Razan Al Kakoun, Maher Nouiehed, Hadi Sarieddeen · Sep 2026 · arXiv
• PAPT++: Risk-Aware Adversarial Tuning and Generation for Single Domain Generalization
  Zhipeng Xu, De Cheng, Xinyang Jiang, Lingfeng He, Huaijie Wang, Dongsheng Li, Nannan Wang, Xinbo Gao · Sep 2026 · arXiv
• A Deep Generative Model for Synthesizing Labeled Wireless Signals
  Yuxiao Li, Keke Hu, Santiago Mazuelas, Yuan Shen · Sep 2026 · arXiv
• Memory as transformation: LETHE, a self-referential gan-inspired architecture
  Francesco Vitucci, Anthony Di Furia, Francesco Scagliola · Sep 2026 · arXiv
• Generating Medical Image Counterfactuals using Causal Explanations
  David A. Kelly, Tom Yaacov, Nathan Blake, Sander Beckers, Hana Chockler · Sep 2026 · arXiv
• UnCapsTSR: An Unsupervised Transformer-based Image Super-Resolution Approach for Capsule Endoscopy Images
  Anjali Sarvaiya, Shubh Kawa, Lalit Agrawal, Jagrit Joshi, Kishor Upla, Kiran Raja · Sep 2026 · arXiv
• Swin Meets EfficientNet: Lightweight Architectures for GAN-Based Face Forensics
  Sejuti Basu, Ashima Sood, Vijay Kumar, Sahil Sharma · Sep 2026 · arXiv
• GenONet: A Generative operator Network for High-Resolution Precipitation Nowcasting
  Mohammad Kian Golkar, Luciano Alves de Oliveira, Mohammad Khanjani · Sep 2026 · arXiv
• Conditional Flow Matching for ML-Based Inverse Design Problems
  Juliana Felder, Milad Habibi, Soheyl Massoudi, Mark Fuge · Sep 2026 · arXiv
• Generative multi-domain transfer learning for fault detection in data-scarce wind turbines
  Stefan Jonas, Angela Meyer · Aug 2026 · arXiv
• Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces
  Jing Wang, Shuaiqiang Liu, Cornelis Vuik · Aug 2026 · arXiv
• NepScript Genesis: Neural Architecture Search for Handwritten Devanagari Digit Synthesis
  Mausam Gurung, Prabin Neupane, Sajjan Acharya · Aug 2026 · arXiv
• sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows
  Dongjin Kim, Donggoo Jung, Sungyong Baik, Tae Hyun Kim · Aug 2026 · arXiv
• Text-Guided Diffusion-Based Adversarial Attacks on Chest X-Ray Images
  Basudha Pal, Arjun Narayanan, Neha Ajith, Vikas R Bhat, Muhammad Umair · Aug 2026 · arXiv
• GAN-Based Semantic Communication for Image Transmission in IoV
  Ruixing Ren, Shan Chen, Junhui Zhao, Xiaoke Sun · Aug 2026 · arXiv
• A Large-scale Evaluation of Text-guided Models for Facial Editing
  Rahul Nair, Saurav Pandit, Hannah Kerner · Aug 2026 · arXiv
• Coarse to Fine: Iterative Adversarial Neural Cellular Automata for Medical Image Synthesis
  Anh Thi Luu, Nick Lemke, Anirban Mukhopadhyay · Aug 2026 · arXiv
• Image Augmentation as Test Generation for Deep Learning-Based Image Retrieval Systems
  Yehan De Silva, Anirudh Sridhar, Armin Lotfy, Nafiseh Kahani, Yvan Labiche, Ziyu Wang, Frank Ouyang, Clare Carty, Azalia Shamsaei · Aug 2026 · arXiv
• Towards Reliable AI-Based Histological Staining: A Systematic Study of Scaling and Uncertainty in Unpaired Generative Models
  Qasim Siddiqui, Adrian Friebel, Maiju Myllys, Zaynab Hobloss, Daniela Gonzalez, Ahmed Ghallab, Stefan Hoehme · Aug 2026 · arXiv
• Deep Learning Super Resolution for Satellite Cloud Mask Downscaling
  Angelos Georgakis, Valentina Kanaki, Giorgos Giannopoulos, Stella Girtsou, Ioannis Kontogiorgakis, Charalampos Kontoes, Kostas Philippopoulos · Aug 2026 · arXiv
• Conditional GraphGANFed: Optimizing Graph-Structured Molecule Generation in Federated Generative Adversarial Networks
  Daniel Manu, Abee Alazzwi · Aug 2026 · arXiv
• Neighbor-Aware View Synthesis for Restoring Missing Views in Light-Field Camera Arrays
  Sakshi Goel, Ayush Goyal, K S Venkatesh, Koteswar Rao Jerripothula · Aug 2026 · arXiv
• GAN-Diff : Coupling Pretrained WGAN-GP Features with Conditional Diffusion U-Nets
  Saif Ahmed, Asadullah Hil Galib, S. M. Riaz Rahman Antu, Ahmed Faizul Haque Dhrubo, Souvik Pramanik, Mohammad Abdul Qayum, Mohsin Sajjad, Mohammad Ashrafuzzaman Khan · Aug 2026 · arXiv
• A Query-Time Framework for Transient 2D Pore-Scale Flow Prediction and Generative Design
  Yiming Wang, Jiale Zhu, Zhichen Ye, Yandong Lv, Shiqi Wang, Jinlong Liu, Yucheng Fan · Aug 2026 · arXiv
• Generate in the Chart, Not on the Boundary: Function-Symbol Grounding for Hard Constraints in LTN-GANs
  Nijesh Upreti, Vaishak Belle · Aug 2026 · arXiv
• Unwarping the Lens: A Physics-Grounded Approach to Video Glasses Removal
  Radim Spetlik, David Futschik, Radek Danecek, Feitong Tan, Ziqian Bai, Rohit Pandey, Yinda Zhang · Aug 2026 · arXiv
• Keyed Provenance Watermarking with Complementary Lattice-Based Secure Aggregation for Federated Learning
  Xinyun Liu, Zhi Lu, Yu Chen, Ronghua Xu · Aug 2026 · arXiv
• Enhancing EBSD throughput of battery electrode materials using super-resolution generative adversarial networks
  John Mangum, Andrew Glaws, Francois Usseglio-Viretta, Steven Spurgeon, Donal Finegan · Aug 2026 · arXiv
• HiFiC-G: Adapting HiFiC for Hi-C Contact Matrices
  Andre Antonio Straton · Aug 2026 · arXiv
• Cognitive Graph Intelligence for Adaptive and Robust DDoS Attack Detection in Next Generation Networks
  Mohammad Arif Hossain, Yeahia Sarker, Md Jafrin Hossain, Most. Humayra Khanom Rime, Nirwan Ansari · Aug 2026 · arXiv
• Synthetic Data Augmentation for Satellite-Based Analysis of Battle-Damaged Agricultural Fields in Ukraine
  Marta Sumyk, Oleksandr Kosovan, Iryna Voitsitska · Aug 2026 · arXiv
• Physics-informed VAE-EVT for Tail Aware Radio Map Prediction
  Amanda Sheron Gamage, Niloofar Mehrnia, James Gross · Aug 2026 · arXiv
• XSA-MAD: Cross-modal Semantic Alignment for Morphing Attack Detection
  Jie Jin, Mahiro Tokumasu, Yu Makino, Masakatsu Nishigaki, Tetsushi Ohki · Aug 2026 · arXiv
• Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data
  Francesca Pia Panaccione, Sofia Mongardi, Marco Masseroli, Pietro Pinoli · Aug 2026 · arXiv
• Sign Language Video Synthesis via Loss-Guided Multi-Expert GANs
  Dingzhan Nong, Zhihao Ren, Ziqi Li, Tim Lo · Aug 2026 · arXiv
• GENADA: efficient generative time series adversarial attack framework
  Michael Baronov, Denis Vorobev, Margarita Rusanova, Petr Sokerin, Alexey Zaytsev · Aug 2026 · arXiv
• CoQui: A Coordinate-Conditioned Quantum Implicit Generative Adversarial Network for End-to-End Image Generation
  Xue Yang, Rigui Zhou, ShiZheng Jia, Dax Enshan Koh, Siong Thye Goh, Young-Wook Cho, YaoChong Li, Xuezhi Ma, Hongyu Chen, Xin Wang · Aug 2026 · arXiv
• DAVE: A Decoupled Audio-Visual Enhancement Framework for Real-World Speech Separation
  Wei Zhou, Wanyi Ning, Yinshang Guo, Qianxiao Fang, Haitao Qian, Yingpeng Li · Aug 2026 · arXiv
• Deciding When to Switch: E-Processes for Adaptive Minimax Training for Generative Adversarial Nets
  Hyunjoo Kim, Sicheng Wu, Agastya Venkatraman, Guang Lin, Sehwan Kim · Aug 2026 · arXiv
• Extended Field of View Analysis for VideoGAN-based Trajectory Generation
  Annajoyce Mariani, Kira Maag, Hanno Gottschalk · Aug 2026 · arXiv
• I2VShield: An Efficient Proactive Defense Framework against DiT-based Image-to-Video Models
  Yimao Guo, Zuomin Qu, Wei Lu · Jul 2026 · arXiv
• Group Equivariant Diffusion for Anomaly Detection in Computational Cytology
  Swarnadip Chatterjee, Ssharvien Kumar Sivakumar, Anirban Mukhopadhyay · Jul 2026 · arXiv
• Instruction-based Image Editing: A Survey on Data, Models, Evaluation, and Applications
  Xianghao Zang, Zijian Jiang, Jiarong Cheng, Qianrui Teng, Ying He, Yuxuan Mu, Chao Ban, Huayu Zhang, Lanxiang Zhou, Zerun Feng, Chi Zhang · Jul 2026 · arXiv