Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 2,075 papers shown

Title
Dataset Condensation with Gradient Matching Bo Zhao Konda Reddy Mopuri Hakan Bilen DD 41 479 0 10 Jun 2020
On Noise Injection in Generative Adversarial Networks Ruili Feng Deli Zhao Zhengjun Zha GAN 23 32 0 10 Jun 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 29 20 0 10 Jun 2020
On Data Augmentation for GAN Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-man Cheung MedIm 18 36 0 09 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 27 294 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy Sicong Liu Junzhao Du Anshumali Shrivastava Lin Zhong 59 14 0 08 Jun 2020
Generating Realistic Stock Market Order Streams Junyi Li Xintong Wang Yaoyang Lin Arunesh Sinha Michael P. Wellman GAN AIFin 34 81 0 07 Jun 2020
A Robust Attentional Framework for License Plate Recognition in the Wild Linjiang Zhang Peng Wang Hui Li Zhuguo Li Chunhua Shen Yanning Zhang 27 85 0 06 Jun 2020
An Overview of Neural Network Compression James OÑeill AI4CE 52 98 0 05 Jun 2020
Data Augmentation using Generative Adversarial Networks (GANs) for GAN-based Detection of Pneumonia and COVID-19 in Chest X-ray Images Saman Motamed Patrik Rogalla Farzad Khalvati MedIm 16 4 0 05 Jun 2020
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder Kazi Nazmul Haque R. Rana Björn W Schuller DRL 31 12 0 01 Jun 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 34 78 0 29 May 2020
Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning Vanessa Volz Niels Justesen Sam Snodgrass S. Asadi Sami Purmonen Christoffer Holmgård Julian Togelius S. Risi 27 11 0 26 May 2020
Learning Global and Local Features of Normal Brain Anatomy for Unsupervised Abnormality Detection Kazuma Kobayashi Ryuichiro Hataya Y. Kurose Amina Bolatkan M. Miyake Hirokazu Watanabe Masamichi Takahashi J. Itami Tatsuya Harada Ryuji Hamamoto MedIm 11 1 0 26 May 2020
SegAttnGAN: Text to Image Generation with Segmentation Attention Yuchuan Gou Qiancheng Wu Minghao Li Bo Gong Mei Han VLM 17 22 0 25 May 2020
Transfer Learning via Contextual Invariants for One-to-Many Cross-Domain Recommendation A. Krishnan Mahashweta Das M. Bendre Hao Yang Hari Sundaram 27 64 0 21 May 2020
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks Maxim Maximov Ismail Elezi Laura Leal-Taixé PICV GAN 42 166 0 19 May 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 27 25 0 19 May 2020
Co-occurrence Based Texture Synthesis Anna Darzi Itai Lang Ashutosh Taklikar Hadar Averbuch-Elor S. Avidan 3DV OOD 14 6 0 17 May 2020
Transformation Based Deep Anomaly Detection in Astronomical Images E. Reyes P. Estévez 24 11 0 15 May 2020
SAGE: Sequential Attribute Generator for Analyzing Glioblastomas using Limited Dataset P. Jonnalagedda B. Weinberg Jason W. Allen Taejin L. Min Shiv Bhanu B. Bhanu GAN MedIm 22 4 0 14 May 2020
Deep Learning Convective Flow Using Conditional Generative Adversarial Networks C. Jiang A. Farimani GAN AI4CE 19 8 0 13 May 2020
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis Rafael Valle Kevin J. Shih R. Prenger Bryan Catanzaro 28 119 0 12 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 24 16 0 11 May 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 23 155 0 10 May 2020
Federated Generative Adversarial Learning Chenyou Fan Ping Liu GAN FedML 39 40 0 07 May 2020
Minority Class Oversampling for Tabular Data with Deep Generative Models R. Camino Christian A. Hammerschmidt R. State 22 2 0 07 May 2020
Attentive Semantic Exploring for Manipulated Face Detection Zehao Chen Hua Yang CVBM 18 22 0 06 May 2020
Mimicry: Towards the Reproducibility of GAN Research Kwot Sin Lee C. Town OffRL 23 28 0 05 May 2020
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 100 170 0 05 May 2020
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network Moktari Mostofa Syeda Nyma Ferdous B. Riggan Nasser M. Nasrabadi SupR 22 38 0 03 May 2020
Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis Bingyu Xin Yifan Hu Yefeng Zheng H. Liao GAN MedIm 27 26 0 02 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 2020
Robustness Certification of Generative Models M. Mirman Timon Gehr Martin Vechev AAML 43 22 0 30 Apr 2020
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning Xinjian Luo Xiangqi Zhu FedML 78 25 0 27 Apr 2020
DeepFake Detection by Analyzing Convolutional Traces Luca Guarnera O. Giudice Sebastiano Battiato CVBM 26 218 0 22 Apr 2020
Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging V. Mehta Abhinav Dhall Sujata Pal Shehroz S. Khan 25 22 0 17 Apr 2020
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm M. Zaheer Jin-ha Lee Marcella Astrid Seung-Ik Lee AAML 27 221 0 16 Apr 2020
Classify and Generate: Using Classification Latent Space Representations for Image Generations Saisubramaniam Gopalakrishnan Pranshu Ranjan Singh Yasin Yazici Chuan-Sheng Foo V. Chandrasekhar Arulmurugan Ambikapathi DiffM 20 4 0 16 Apr 2020
A recurrent cycle consistency loss for progressive face-to-face synthesis Enrique Sanchez M. Valstar GAN CVBM 29 12 0 14 Apr 2020
Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization E. Wang Henggang Cui S. Yalamanchi M. Moorthy Fang-Chieh Chou Nemanja Djuric 47 22 0 14 Apr 2020
Multi-modal Datasets for Super-resolution Haoran Li Weihong Quan Mei-Jun Yan Jin Zhang Xiaoli Gong Jin Zhou 24 0 0 13 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 14 20 0 07 Apr 2020
Human Motion Transfer from Poses in the Wild Jian Ren Menglei Chai Sergey Tulyakov Chen Fang Xiaohui Shen Jianchao Yang DiffM 27 24 0 07 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 75 900 0 06 Apr 2020
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification Jianwen Xie Yifei Xu Zilong Zheng Song-Chun Zhu Ying Nian Wu 3DPC 27 80 0 02 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 64 2,608 0 01 Apr 2020
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks Jacob Schrum Jake Gutierrez Vanessa Volz Jialin Liu Simon Lucas S. Risi GAN 20 52 0 31 Mar 2020