Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,683 papers shown

Title
Use Classifier as Generator Haoyang Li VLM 10 0 0 10 Sep 2022
DC-Art-GAN: Stable Procedural Content Generation using DC-GANs for Digital Art Rohit Gandikota N. Brown 11 4 0 06 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 27 6 0 03 Sep 2022
A Realism Metric for Generated LiDAR Point Clouds Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 32 8 0 31 Aug 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 29 90 0 29 Aug 2022
Maximum Likelihood on the Joint (Data, Condition) Distribution for Solving Ill-Posed Problems with Conditional Flow Models John Shelton Hyatt 8 1 0 24 Aug 2022
Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries Dongbin Na Sangwoo Ji Jong Kim AAML 35 17 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 45 113 0 24 Aug 2022
Robotic Perception in Agri-food Manipulation: A Review Jack Foster Mazvydas Gudelis A. G. Esfahani 25 1 0 22 Aug 2022
Semantic-Enhanced Image Clustering Shao-Qian Cai Li-qing Qiu Xiaojun Chen Qin Zhang Long Chen VLM 31 13 0 21 Aug 2022
Adam Can Converge Without Any Modification On Update Rules Yushun Zhang Congliang Chen Naichen Shi Ruoyu Sun Zhimin Luo 18 62 0 20 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 35 46 0 19 Aug 2022
Prompt Vision Transformer for Domain Generalization Zangwei Zheng Xiangyu Yue Kai Wang Yang You VLM VPVLM MDE 30 51 0 18 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 28 56 0 18 Aug 2022
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance Bahjat Kawar Roy Ganz Michael Elad DiffM 26 38 0 18 Aug 2022
"Task-relevant autoencoding" enhances machine learning for human neuroscience Seyedmehdi Orouji V. Taschereau-Dumouchel A. Cortese Brian Odegaard Cody Cushing Mouslim Cherkaoui Mitsuo Kawato Hakwan Lau Megan A. K. Peters 11 1 0 17 Aug 2022
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery Cristina-Madalina Dragan Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly EGVM MedIm 35 4 0 10 Aug 2022
Neural Mesh-Based Graphics Shubhendu Jena Franck Multon A. Boukhayma 34 11 0 10 Aug 2022
Stain-Adaptive Self-Supervised Learning for Histopathology Image Analysis Haili Ye Da-han Wang 24 3 0 08 Aug 2022
Video-based Human Action Recognition using Deep Learning: A Review Hieu H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 35 34 0 07 Aug 2022
Towards Generating Large Synthetic Phytoplankton Datasets for Efficient Monitoring of Harmful Algal Blooms Nitpreet Bamra Vikram S. Voleti A. Wong Jason L. Deglint 27 3 0 03 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 18 2 0 03 Aug 2022
OLLIE: Derivation-based Tensor Program Optimizer Liyan Zheng Haojie Wang Jidong Zhai Muyan Hu Zixuan Ma Tuowei Wang Shizhi Tang Lei Xie Kezhao Huang Zhihao Jia 46 3 0 02 Aug 2022
Explicit Use of Fourier Spectrum in Generative Adversarial Networks Soroush Sheikh Gargar GAN OOD 29 0 0 02 Aug 2022
Learning Multi-Object Symbols for Manipulation with Attentive Deep Effect Predictors Alper Ahmetoglu Erhan Öztop Emre Ugur 19 4 0 01 Aug 2022
Image Augmentation for Satellite Images Oluwadara Adedeji Peter Owoade Op Ajayi Olayiwola F Arowolo 16 9 0 29 Jul 2022
Generative Steganography Network Ping Wei Sheng Li Xinpeng Zhang Ge Luo Zhenxing Qian Qing Zhou AAML GAN 16 42 0 28 Jul 2022
Stable Parallel Training of Wasserstein Conditional Generative Adversarial Neural Networks Massimiliano Lupo Pasini Junqi Yin GAN 19 4 0 25 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 42 32 0 24 Jul 2022
TIPS: Text-Induced Pose Synthesis Prasun Roy Subhankar Ghosh Saumik Bhattacharya Umapada Pal Michael Blumenstein DiffM 26 13 0 24 Jul 2022
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay Huan Liu Li Gu Zhixiang Chi Yang Wang Yuanhao Yu Jun Chen Jingshan Tang 33 81 0 22 Jul 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases Jintai Chen Kuan-Yu Liao Kun Wei Haochao Ying Danny Chen Jian Wu MedIm 21 18 0 21 Jul 2022
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods Julian Schon Raghavendra Selvan Jens Petersen MedIm 26 4 0 20 Jul 2022
DC-BENCH: Dataset Condensation Benchmark Justin Cui Ruochen Wang Si Si Cho-Jui Hsieh DD 40 72 0 20 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection Zhenrong Shen Xi Ouyang Bin Xiao Jie-Zhi Cheng Qian Wang Dinggang Shen MedIm 23 25 0 19 Jul 2022
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Chuhan Wu Xing Xie M. Cha FedML 32 53 0 19 Jul 2022
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation T. C. Pedroso Javier Del Ser Natalia Díaz Rodríguez 19 5 0 18 Jul 2022
Single MR Image Super-Resolution using Generative Adversarial Network Shawkh Ibne Rashid Elham Shakibapour Mehran Ebrahimi GAN MedIm 21 8 0 16 Jul 2022
Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection Svetlana Pavlitskaya Bianca-Marina Codau J. Marius Zöllner AAML 16 11 0 15 Jul 2022
Comparing the latent space of generative models Andrea Asperti Valerio Tonelli DRL 26 12 0 14 Jul 2022
TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data Vikram S Chundawat Ayush K Tarun Murari Mandal M. Lahoti Pratik Narang 15 28 0 12 Jul 2022
Online Game Level Generation from Music Ziqi Wang Jialin Liu 29 2 0 12 Jul 2022
Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks Christoph Angermann Markus Haltmeier Ahsan Raza Siyal 38 3 0 09 Jul 2022
Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks Haileleol Tibebu Aadin Malik V. D. Silva GAN 20 7 0 06 Jul 2022
Augment to Detect Anomalies with Continuous Labelling Vahid Reza Khazaie A. Wong Y. Mohsenzadeh 25 1 0 03 Jul 2022
Anomaly Detection with Adversarially Learned Perturbations of Latent Space Vahid Reza Khazaie A. Wong John Taylor Jewell Y. Mohsenzadeh AAML 31 417 0 03 Jul 2022
Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis Ruinan Jin Xiaoxiao Li AAML FedML MedIm 39 12 0 02 Jul 2022
Transforming Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 29 2 0 01 Jul 2022
Semantic Unfolding of StyleGAN Latent Space Mustafa Shukor Xu Yao B. Damodaran Pierre Hellier CVBM GAN 30 3 0 29 Jun 2022