Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,694 papers shown

Title
Generative adversarial learning with optimal input dimension and its adaptive generator architecture Zhiyao Tan Ling Zhou Huazhen Lin GAN 42 0 0 06 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 19 3 0 06 May 2024
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks R. Ramachandranpillai Md Fahim Sikder David Bergstrom Fredrik Heintz SyDa 38 6 0 21 Apr 2024
Four-hour thunderstorm nowcasting using deep diffusion models of satellite Kuai Dai Xutao Li Junying Fang Yunming Ye Demin Yu Di Xian Danyu Qin Danyu Qin Jingsong Wang AI4Cl 43 1 0 16 Apr 2024
A Diffusion-based Data Generator for Training Object Recognition Models in Ultra-Range Distance Eran Bamani Eden Nissinman L. Koenigsberg Inbar Meir A. Sintov 41 0 0 15 Apr 2024
Synthetic Brain Images: Bridging the Gap in Brain Mapping With Generative Adversarial Model Drici Mourad Kazeem Oluwakemi Oseni GAN MedIm AI4CE 18 5 0 11 Apr 2024
Cellular automata, many-valued logic, and deep neural networks Yani Zhang Helmut Bölcskei AI4CE 18 1 0 08 Apr 2024
Contextual Chart Generation for Cyber Deception David D. Nguyen David Liebowitz Surya Nepal S. Kanhere Sharif Abuadbba 49 0 0 07 Apr 2024
Parameter and Data-Efficient Spectral StyleDCGAN Aryan Garg CVBM GAN 32 0 0 31 Mar 2024
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions S. A. Baumann Felix Krause Michael Neumayr Nick Stracke Vincent Tao Hu Bjorn Ommer Björn Ommer DiffM LM&Ro 70 11 0 25 Mar 2024
Bridging Expert Knowledge with Deep Learning Techniques for Just-In-Time Defect Prediction Xin Zhou Donggyun Han David Lo VLM 32 2 0 17 Mar 2024
Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection Hardik Prabhu J. Valadi P. Arjunan AI4TS 43 1 0 22 Feb 2024
DeepATLAS: One-Shot Localization for Biomedical Data Peter D. Chang 27 0 0 14 Feb 2024
Synthesis of pulses from particle detectors with a Generative Adversarial Network (GAN) A. Regadío Luis Esteban S. Sánchez-Prieto GAN 36 2 0 10 Jan 2024
CCNETS: A Novel Brain-Inspired Approach for Enhanced Pattern Recognition in Imbalanced Datasets Hanbeot Park Yunjeong Cho Hoon-Hee Kim 19 0 0 07 Jan 2024
Investigating Semi-Supervised Learning Algorithms in Text Datasets Himmet Toprak Kesgin M. Amasyalı 21 0 0 03 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 39 7 0 01 Jan 2024
Distance Guided Generative Adversarial Network for Explainable Binary Classifications Xiangyu Xiong Yue Sun Xiaohong Liu Wei Ke C. Lam ... Hui Xie Tong Tong Qinquan Gao Haoming Chen Tao Tan GAN 15 0 0 29 Dec 2023
Discrete Distribution Networks Lei Yang 31 1 0 29 Dec 2023
CycleGAN Models for MRI Image Translation Cassandra Czobit Reza Samavi MedIm 20 2 0 28 Dec 2023
A Self Supervised StyleGAN for Image Annotation and Classification with Extremely Limited Labels Dana Cohen Hochberg H. Greenspan Raja Giryes 29 11 0 26 Dec 2023
SPDGAN: A Generative Adversarial Network based on SPD Manifold Learning for Automatic Image Colorization Youssef Mourchid M. Donias Y. Berthoumieu Mohamed Najim GAN 40 1 0 21 Dec 2023
CEIR: Concept-based Explainable Image Representation Learning Yan Cui Shuhong Liu Liuzhuozheng Li Zhiyuan Yuan SSL VLM 31 3 0 17 Dec 2023
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance Ilana Sebag Muni Sreenivas Pydi Jean-Yves Franceschi Alain Rakotomamonjy Mike Gartrell Jamal Atif Alexandre Allauzen 24 2 0 13 Dec 2023
Combining deep generative models with extreme value theory for synthetic hazard simulation: a multivariate and spatially coherent approach Alison Peard Jim Hall AI4CE 24 3 0 30 Nov 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 30 6 0 29 Nov 2023
Improved Data Generation for Enhanced Asset Allocation: A Synthetic Dataset Approach for the Fixed Income Universe Szymon Kubiak Tillman Weyde Oleksandr Galkin Daniel Philps Ram Gopal 32 1 0 27 Nov 2023
A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification Xiangyu Xiong Yue Sun Xiaohong Liu C. Lam Tong Tong Haoming Chen Qinquan Gao Wei Ke Tao Tan GAN MedIm 44 4 0 24 Nov 2023
Matching aggregate posteriors in the variational autoencoder Surojit Saha Sarang Joshi Ross T. Whitaker DRL 37 4 0 13 Nov 2023
Reliable and Efficient Data Collection in UAV-based IoT Networks Poorvi Joshi Alakesh Kalita Gurusamy Mohan 18 1 0 09 Nov 2023
POISE: Pose Guided Human Silhouette Extraction under Occlusions Arindam Dutta Rohit Lal Dripta S. Raychaudhuri Calvin-Khang Ta A. Roy-Chowdhury 3DH CVBM 36 5 0 09 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 13 1 0 02 Nov 2023
Thermal-Infrared Remote Target Detection System for Maritime Rescue based on Data Augmentation with 3D Synthetic Data S. Cheong Won-Ho Jung Yoon-Seop Lim Yong-Hwa Park 35 1 0 31 Oct 2023
A Perceptual Shape Loss for Monocular 3D Face Reconstruction Christopher Otto Prashanth Chandran Gaspard Zoss Markus Gross Paulo F. U. Gotardo Derek Bradley 3DH CVBM 38 6 0 30 Oct 2023
Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler Jiayu Qian Yuanyuan Liu Jingya Yang Qingping Zhou 23 0 0 24 Oct 2023
Understanding Generative AI in Art: An Interview Study with Artists on G-AI from an HCI Perspective Jingyu Shi Rahul Jain Runlin Duan Karthik Ramani 40 6 0 19 Oct 2023
Outlier Detection Using Generative Models with Theoretical Performance Guarantees Jirong Yi A. D. Le Tianming Wang Xiaodong Wu Weiyu Xu 27 3 0 16 Oct 2023
LL-VQ-VAE: Learnable Lattice Vector-Quantization For Efficient Representations Ahmed Khalil Robert Piechocki Raúl Santos-Rodríguez 15 2 0 13 Oct 2023
Crowd Counting in Harsh Weather using Image Denoising with Pix2Pix GANs Muhammad Asif Khan Hamid Menouar R. Hamila 60 4 0 11 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
AdaptNet: Policy Adaptation for Physics-Based Character Control Pei Xu Kaixiang Xie Sheldon Andrews P. Kry Michael Neff Morgan McGuire Ioannis Karamouzas Victor Zordan TTA 37 16 0 30 Sep 2023
Machine Learning Meets Advanced Robotic Manipulation Saeid Nahavandi R. Alizadehsani D. Nahavandi Chee Peng Lim Kevin Kelly Fernando Bello 24 17 0 22 Sep 2023
Diffusion Models for Accurate Channel Distribution Generation Muah Kim Rick Fritschek Rafael F. Schaefer DiffM 28 8 0 19 Sep 2023
UGC: Unified GAN Compression for Efficient Image-to-Image Translation Yuxi Ren Jie Wu Peng Zhang Manlin Zhang Xuefeng Xiao Qian He Rui Wang Min Zheng Xin Pan 24 2 0 17 Sep 2023
Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis Linsen Song Wayne Wu Chaoyou Fu Chen Change Loy Ran He 31 10 0 31 Aug 2023
Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch Guidance Zexin Hu Kun Hu Clinton Mo Lei Pan Zhiyong Wang DiffM 31 2 0 31 Aug 2023
CHORUS: Learning Canonicalized 3D Human-Object Spatial Relations from Unbounded Synthesized Images Sookwan Han Hanbyul Joo 32 14 0 23 Aug 2023
CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation Zihao Wang Yiming Huang Ziyu Zhou 29 0 0 23 Aug 2023
Semantic RGB-D Image Synthesis Shijie Li Rongqing Li Juergen Gall 37 0 0 22 Aug 2023
SA Unet Improved Nadav Potesman Ariel Rechtman 19 0 0 18 Aug 2023