InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

12 June 2016

Pieter Abbeel

Papers citing "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

50 / 1,937 papers shown

Title
Latent Traversals in Generative Models as Potential FlowsInternational Conference on Machine Learning (ICML), 2023 Yue Song Andy Keller Andrii Zadaianchuk Max Welling DRL 294 15 0 25 Apr 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art AnalysisInternational Conference on Multimedia Retrieval (ICMR), 2023 Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 210 31 0 20 Apr 2023
Single-View View Synthesis with Self-Rectified Pseudo-StereoInternational Journal of Computer Vision (IJCV), 2023 Yang Zhou Han-Zhen Wu Wenxi Liu Zheng Xiong Jing Qin Shengfeng He 3DV 166 9 0 19 Apr 2023
Masked Language Model Based Textual Adversarial Example DetectionACM Asia Conference on Computer and Communications Security (AsiaCCS), 2023 Xiaomei Zhang Zhaoxi Zhang Qi Zhong Xufei Zheng Yanjun Zhang Shengshan Hu L. Zhang AAML 273 8 0 18 Apr 2023
SLM: End-to-end Feature Selection via Sparse Learnable Masks Yihe Dong Sercan O. Arik 162 3 0 06 Apr 2023
ElegansNet: a brief scientific report and initial experimentsbioRxiv (bioRxiv), 2023 Francesco Bardozzo Andrea Terlizzi Pietro Lio R. Tagliaferri 124 2 0 06 Apr 2023
Fully Variational Noise-Contrastive EstimationScandinavian Conference on Image Analysis (SCIA), 2023 Christopher Zach BDL DRL 144 2 0 04 Apr 2023
ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification Chunyu Lei F. I. C. L. Philip Chen Jifeng Guo Member Ieee Tong Zhang 103 4 0 01 Apr 2023
Multifactor Sequential Disentanglement via Structured Koopman AutoencodersInternational Conference on Learning Representations (ICLR), 2023 Nimrod Berman Ilana D Naiman Omri Azencot CoGe 158 27 0 30 Mar 2023
Your Diffusion Model is Secretly a Zero-Shot ClassifierIEEE International Conference on Computer Vision (ICCV), 2023 Alexander C. Li Mihir Prabhudesai Shivam Duggal Ellis L Brown Deepak Pathak DiffM VLM 543 300 0 28 Mar 2023
Autoregressive Conditional Neural ProcessesInternational Conference on Learning Representations (ICLR), 2023 W. Bruinsma Stratis Markou James Requiema Andrew Y. K. Foong Tom R. Andersson Anna Vaughan Anthony Buonomo J. S. Hosking Richard Turner BDL UQCV 194 30 0 25 Mar 2023
Federated Learning without Full Labels: A SurveyIEEE Data Engineering Bulletin (IEEE Data Eng. Bull.), 2023 Yilun Jin Yang Liu Kai Chen Qian Yang FedML 175 32 0 25 Mar 2023
End-to-End Diffusion Latent Optimization Improves Classifier GuidanceIEEE International Conference on Computer Vision (ICCV), 2023 Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 375 102 0 23 Mar 2023
Clustering based on Mixtures of Sparse Gaussian Processes Zahra Moslehi Abdolreza Mirzaei M. Safayani 54 0 0 23 Mar 2023
TriPlaneNet: An Encoder for EG3D InversionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 A. Bhattarai Matthias Nießner Artem Sevastopolsky 216 46 0 23 Mar 2023
Variantional autoencoder with decremental information bottleneck for disentanglementBritish Machine Vision Conference (BMVC), 2023 Jiantao Wu Shentong Mo Xiang Yang Muhammad Awais Sara Atito Xingshen Zhang Lin Wang Xiang Yang DRL 97 1 0 22 Mar 2023
Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model T. Templin Milad Memarzadeh W. Vinci P. A. Lott A. A. Asanjan Anthony Alexiades Armenakas E. Rieffel DRL 134 6 0 22 Mar 2023
Approaching an unknown communication system by latent space exploration and causal inference Gašper Beguš Andrej Leban Shane Gero 158 6 0 20 Mar 2023
Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain ClassificationEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023 Firas Al-Hindawi M. R. Siddiquee Teresa Wu Hang-Rui Hu Ying Sun 252 6 0 18 Mar 2023
Privacy-Preserving Video Conferencing via Thermal-Generative ImagesIEEE International Conference on Robotics and Automation (ICRA), 2023 Sheng-Yang Chiu Yu-ting Huang Chieh-Ting Lin Yu-Chee Tseng Jen-Jee Chen Meng-Hsuan Tu B. Tung Yu-Chin Nieh PICV 3DH 187 7 0 15 Mar 2023
From Compass and Ruler to Convolution and Nonlinearity: On the Surprising Difficulty of Understanding a Simple CNN Solving a Simple Geometric Estimation Task Thomas Dagès M. Lindenbaum A. Bruckstein SSL 56 2 0 12 Mar 2023
Distortion-Disentangled Contrastive LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Jinfeng Wang Sifan Song Jionglong Su S. Kevin Zhou SSL 263 7 0 09 Mar 2023
DiM: Distilling Dataset into Generative Model Kai Wang Jianyang Gu Daquan Zhou Zheng Hua Zhu Wei Jiang Yang You DD 227 51 0 08 Mar 2023
VOLTA: an Environment-Aware Contrastive Cell Representation Learning for HistopathologyNature Communications (Nat. Commun.), 2023 Ramin Nakhli Allen W. Zhang Katherine Rich Amirali Darbandsari Elahe Shenasa ... K. Milne J. McAlpine B. Nelson C. Gilks A. Bashashati 134 10 0 08 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 209 696 0 07 Mar 2023
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataAmerican Medical Informatics Association Annual Symposium (AMIA), 2021 Shantanu Ghosh Zheng Feng Jiang Bian Kevin R. B. Butler M. Prosperi CML OOD BDL 142 2 0 07 Mar 2023
Testing the Channels of Convolutional Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2023 Kang Choi Donghyun Son Younghoon Kim Jiwon Seo 149 1 0 06 Mar 2023
Attention Mechanism for Contrastive Learning in GAN-based Image-to-Image Translation Hanzhen Zhang Liguo Zhou Ruining Wang Alois Knoll 90 0 0 23 Feb 2023
Gradient Adjusting Networks for Domain InversionScandinavian Conference on Image Analysis (SCIA), 2023 Erez Sheffi Michael Rotman Lior Wolf 157 0 0 22 Feb 2023
Deep Kernel Principal Component Analysis for Multi-level Feature LearningNeural Networks (Neural Netw.), 2023 F. Tonin Qinghua Tao Panagiotis Patrinos Johan A. K. Suykens 118 37 0 22 Feb 2023
Model Doctor for Diagnosing and Treating Segmentation ErrorInternational Conference on Information Photonics (ICIP), 2023 Zhijie Jia Lin Chen Kaiwen Hu Lechao Cheng Zunlei Feng Min-Gyoo Song 170 0 0 17 Feb 2023
Universality laws for Gaussian mixtures in generalized linear modelsNeural Information Processing Systems (NeurIPS), 2023 Yatin Dandi Ludovic Stephan Florent Krzakala Bruno Loureiro Lenka Zdeborová FedML 228 29 0 17 Feb 2023
Generative Adversarial Networks for Malware Detection: a Survey Aeryn Dunmore Ju-Seong Jang Fariza Sabrina Jin Kwak GAN 170 10 0 16 Feb 2023
Entity Aware Modelling: A Survey Rahul Ghosh Haoyu Yang A. Khandelwal Erhu He Arvind Renganathan Somya Sharma X. Jia Vipin Kumar 192 7 0 16 Feb 2023
Domain Adaptation of Synthetic Driving Datasets for Real-World Autonomous Driving K. Mullick Harshil Jain Sanchit Gupta A. Kale OOD 124 7 0 08 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 288 44 0 06 Feb 2023
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis A. P. Fard Mohammad H. Mahoor S. Lamer Timothy D. Sweeny GAN CVBM 123 4 0 02 Feb 2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning ApproachIEEE Transactions on Mobile Computing (IEEE TMC), 2023 Yong Xiao Rong Xia Yingyu Li Guangming Shi Diep N. Nguyen D. Hoang Dusit Niyato Marwan Krunz 235 18 0 01 Feb 2023
Density peak clustering using tensor networkScience China Information Sciences (Sci China Inf Sci), 2023 Xiaoxi Shi Y. Shang 139 1 0 01 Feb 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 346 14 0 29 Jan 2023
Variation-Aware Semantic Image SynthesisImage and Vision Computing (IVC), 2023 Mingle Xu Jaehwan Lee Sook Yoon Hyongsuk Kim D. Park 167 4 0 25 Jan 2023
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering Zhijian Yang J. Wen Ahmed Abdulkadir Yuhan Cui G. Erus ... J. Bao Susan M. Resnick H. Shou I. Nasrallah Christos Davatzikos 67 4 0 25 Jan 2023
MAVERIC: A Data-Driven Approach to Personalized Autonomous DrivingIEEE Transactions on robotics (TRO), 2023 Mariah L. Schrum Emily S. Sumner Matthew C. Gombolay A. Best 183 26 0 20 Jan 2023
Audio2Gestures: Generating Diverse Gestures from AudioIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Linchao Bao Zhenyu He DiffM SLR 193 9 0 17 Jan 2023
Rationalizing Predictions by Adversarial Information CalibrationArtificial Intelligence (AI), 2022 Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 161 8 0 15 Jan 2023
Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis Julian Schon Raghavendra Selvan Lotte Nygaard I. Vogelius Jens Petersen MedIm 209 5 0 13 Jan 2023
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation LearningCLEaR (CLEaR), 2023 Yuejiang Liu Alexandre Alahi Chris Russell Max Horn Dominik Zietlow Bernhard Schölkopf Francesco Locatello CML 207 27 0 12 Jan 2023
A Specific Task-oriented Semantic Image Communication System for substation patrol inspectionIEEE Transactions on Power Delivery (TPD), 2023 Senran Fan Haotai Liang Chen Dong Xiaodong Xu Geng Liu 132 10 0 09 Jan 2023
Class-Continuous Conditional Generative Neural Radiance FieldBritish Machine Vision Conference (BMVC), 2023 Jiwook Kim Minhyeok Lee 240 4 0 03 Jan 2023
SIRL: Similarity-based Implicit Representation LearningIEEE/ACM International Conference on Human-Robot Interaction (HRI), 2023 Andreea Bobu Yi Liu Rohin Shah Daniel S. Brown Anca Dragan SSL DRL 407 21 0 02 Jan 2023