Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,743 papers shown

Title
Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information Xudong Kang H. Xie Man-Leung Wong J. Qin 36 0 0 05 Dec 2022
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs Usama Tariq Rizwan Qureshi Ana Zafar Danyal Aftab Jia Wu Tanvirul Alam Zubair Shah Hazrat Ali MedIm 18 8 0 04 Dec 2022
Statistical Physics of Deep Neural Networks: Initialization toward Optimal Channels Kangyu Weng Aohua Cheng Ziyang Zhang Pei Sun Yang Tian 53 2 0 04 Dec 2022
Approximate Message Passing for Multi-Layer Estimation in Rotationally Invariant Models Yizhou Xu Tianqi Hou Shansuo Liang Marco Mondelli 20 4 0 03 Dec 2022
Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks Yanxiang Gong Zhiwei Xie Guozhen Duan Z. Ma M. Xie GAN OffRL 27 3 0 03 Dec 2022
AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary Pengfei Hu Zhuang Hui P. Santhalingam Riccardo Spolaor Parth H. Pathak Guoming Zhang Xiuzhen Cheng AAML 15 38 0 02 Dec 2022
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning Dongjie Wang Lingfei Wu Denghui Zhang Jingbo Zhou Leilei Sun Yanjie Fu 30 18 0 01 Dec 2022
Physics-Constrained Generative Adversarial Networks for 3D Turbulence D. Tretiak A. Mohan Daniel Livescu GAN AI4CE PINN 29 2 0 01 Dec 2022
Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification Daniel J. Getter J. Bessac J. Rudi Yan Feng 27 0 0 30 Nov 2022
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 26 76 0 29 Nov 2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different Types Zhenhao Shuai Hongbo Liu Zhaolin Wan Wei-jie Yu Jinchao Zhang 21 3 0 27 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 35 6 0 27 Nov 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun A. Schwing GAN 25 16 0 27 Nov 2022
Generating 2D and 3D Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution Tomer Friedlander Ron Shmelkin Lior Wolf CVBM 14 1 0 25 Nov 2022
Detecting Anomalies using Generative Adversarial Networks on Images Rushikesh Zawar Krupa Bhayani Neelanjan Bhowmik K. Tiwari Dhiraj Sangwan GAN 28 2 0 24 Nov 2022
CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields Keqiang Sun Shangzhe Wu Ning Zhang Zhaoyang Huang Quan Wang Hongsheng Li CVBM 30 52 0 23 Nov 2022
Multi-Directional Subspace Editing in Style-Space Chen Naveh Yacov Hel-Or CVBM 27 0 0 21 Nov 2022
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory Justin Cui Ruochen Wang Si Si Cho-Jui Hsieh DD 25 129 0 19 Nov 2022
Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders Priya Mani C. Domeniconi BDL SSL DRL 21 0 0 18 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 31 0 0 17 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 27 60 0 12 Nov 2022
A Diffeomorphic Flow-based Variational Framework for Multi-speaker Emotion Conversion Ravi Shankar Hsi-Wei Hsieh N. Charon A. Venkataraman DRL 15 2 0 09 Nov 2022
3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment Liang Zhao Xinyuan Zhao Hailong Ma Xinyu Zhang Long Zeng 38 3 0 09 Nov 2022
ReLoc: A Restoration-Assisted Framework for Robust Image Tampering Localization Peiyu Zhuang Haodong Li Rui Yang Jiwu Huang 22 6 0 08 Nov 2022
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 33 2 0 07 Nov 2022
Private Set Generation with Discriminative Information Dingfan Chen Raouf Kerkouche Mario Fritz DD 30 34 0 07 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 31 0 0 06 Nov 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples D. M. Nguyen Anh Tuan Luu AAML 24 17 0 05 Nov 2022
Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises Patrick J. Tinsley A. Czajka Patrick Flynn GAN 32 8 0 03 Nov 2022
Quantized Compressed Sensing with Score-based Generative Models Xiangming Meng Y. Kabashima DiffM 29 11 0 02 Nov 2022
Unsupervised Learning of Structured Representations via Closed-Loop Transcription Shengbang Tong Xili Dai Yubei Chen Mingyang Li Zengyi Li Brent Yi Yann LeCun Y. Ma SSL DRL 29 7 0 30 Oct 2022
Latent Space is Feature Space: Regularization Term for GANs Training on Limited Dataset P. Wang GAN 34 0 0 28 Oct 2022
On the failure of variational score matching for VAE models W. K. Li DRL 15 1 0 24 Oct 2022
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 54 29 0 23 Oct 2022
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data Kazuto Nakashima Y. Iwashita Ryo Kurazume GAN 3DPC 29 17 0 21 Oct 2022
Stochastic Adaptive Activation Function Kyungsu Lee Jaeseung Yang Haeyun Lee J. Y. Hwang 30 3 0 21 Oct 2022
POGD: Gradient Descent with New Stochastic Rules Feihu Han Sida Xing S. Khoo 30 0 0 15 Oct 2022
Learning image representations for anomaly detection: application to discovery of histological alterations in drug development I. Zingman B. Stierstorfer C. Lempp Fabian Heinemann OOD MedIm 27 11 0 14 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 28 116 0 13 Oct 2022
Generative Adversarial Nets: Can we generate a new dataset based on only one training set? Lan V. Truong GAN OOD 29 0 0 12 Oct 2022
Finding the global semantic representation in GAN through Frechet Mean Jaewoong Choi Geonho Hwang Hyunsoo Cho Myung-joo Kang GAN DRL 19 2 0 11 Oct 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification Jiashu Xu S. Stirenko 39 2 0 11 Oct 2022
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly MedIm 25 9 0 09 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 100 0 09 Oct 2022
See, Plan, Predict: Language-guided Cognitive Planning with Video Prediction Maria Attarian Advaya Gupta Ziyi Zhou Wei Yu Igor Gilitschenski Animesh Garg LM&Ro 26 7 0 07 Oct 2022
Dynamic Latent Separation for Deep Learning Yi-Lin Tuan Zih-Yun Chiu William Yang Wang 36 0 0 07 Oct 2022
Neural Conservation Laws: A Divergence-Free Perspective Jack Richter-Powell Y. Lipman Ricky T. Q. Chen 48 51 0 04 Oct 2022
Hyperbolic Deep Reinforcement Learning Edoardo Cetin B. Chamberlain Michael M. Bronstein Jonathan J. Hunt 43 21 0 04 Oct 2022
Slimmable Networks for Contrastive Self-supervised Learning Shuai Zhao Xiaohan Wang Linchao Zhu Yi Yang 35 1 0 30 Sep 2022
Hyperbolic VAE via Latent Gaussian Distributions Seunghyuk Cho Juyong Lee Dongwoo Kim DRL 52 5 0 30 Sep 2022