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"

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Title
Improving Speech Emotion Recognition with Mutual Information Regularized Generative Model Chung-Soo Ahn R. Rana Sunil Sivadas Carlos Busso Jagath Rajapakse 93 0 0 24 Dec 2025
Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes Z. Ma Bo Nørregaard Jørgensen Z. Ma 96 0 0 17 Nov 2025
DIVIDE: A Framework for Learning from Independent Multi-Mechanism Data Using Deep Encoders and Gaussian Processes Vivek Chawla B. Slautin Utkarsh Pratiush Dayakar Penumadu Sergei V. Kalinin DRL 156 0 0 16 Nov 2025
Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Binyan Xu Fan Yang Di Tang Xilin Dai Kehuan Zhang 295 0 0 10 Nov 2025
DiLO: Disentangled Latent Optimization for Learning Shape and Deformation in Grouped Deforming 3D Objects M. R. Uddin Jana Armouti Umong Sain Md Asib Rahman Xingjian Li Min Xu 76 0 0 08 Nov 2025
Disentangled Representation Learning via Modular Compositional Bias Whie Jung Dong Hoon Lee Seunghoon Hong DRL OCL CoGe 617 0 0 24 Oct 2025
On the flow matching interpretability Francesco Pivi Simone Gazza Davide Evangelista R. Amadini M. Gabbrielli 102 0 0 24 Oct 2025
IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Insu Jeon Wonkwang Lee Myeongjang Pyeon Gunhee Kim DRL GAN 274 42 0 23 Oct 2025
Neural Mutual Information Estimation with Vector Copulas Yanzhi Chen Zijing Ou Adrian Weller Michael U. Gutmann 107 2 0 23 Oct 2025
Generative AI in Depth: A Survey of Recent Advances, Model Variants, and Real-World ApplicationsJournal of Big Data (JBD), 2025 Shamim Yazdani Akansha Singh N. Saxena Sribala Vidyadhari Chinta Avash Palikhe Deng Pan Umapada Pal Jie Yang Wenbin Zhang 148 2 0 23 Oct 2025
Connecting Jensen-Shannon and Kullback-Leibler Divergences: A New Bound for Representation Learning Reuben Dorent Polina Golland William Wells III 88 0 0 23 Oct 2025
Contrastive Diffusion Alignment: Learning Structured Latents for Controllable Generation Ruchi Sandilya Sumaira Perez Charles Lynch Lindsay Victoria Benjamin Zebley ... Nolan Williams Timothy J. Spellman Faith M. Gunning C. Liston Logan Grosenick 156 0 0 16 Oct 2025
Representing Beauty: Towards a Participatory but Objective Latent Aesthetics Alexander Michael Rusnak 37 0 0 03 Oct 2025
Coupling Generative Modeling and an Autoencoder with the Causal Bridge Ruolin Meng Ming-Yu Chung Dhanajit Brahma Ricardo Henao Lawrence Carin CML 104 0 0 29 Sep 2025
Disentangling Score Content and Performance Style for Joint Piano Rendering and Transcription Wei Zeng Junchuan Zhao Ye Wang 92 0 0 28 Sep 2025
Latent Diffusion : Multi-Dimension Stable Diffusion Latent Space Explorer Zhihua Zhong Xuanyang Huang 32 0 0 26 Sep 2025
Learning Multi-Skill Legged Locomotion Using Conditional Adversarial Motion Priors Ning Huang Zhentao Xie Qinchuan Li 88 0 0 26 Sep 2025
Contrastive Mutual Information Learning: Toward Robust Representations without Positive-Pair Augmentations Micha Livne SSL 130 0 0 25 Sep 2025
JANUS: A Dual-Constraint Generative Framework for Stealthy Node Injection Attacks Jiahao Zhang Xiaobing Pei Zhaokun Zhong Wenqiang Hao Zhenghao Tang AAML GNN 88 0 0 16 Sep 2025
FW-GAN: Frequency-Driven Handwriting Synthesis with Wave-Modulated MLP Generator Huynh Tong Dang Khoa Dang Hoai Nam Vo Nguyen Le Duy 60 0 0 28 Aug 2025
Quantum latent distributions in deep generative models Omar Bacarreza Thorin Farnsworth Alexander Makarovskiy Hugo Wallner Tessa Hicks Santiago Sempere-Llagostera John Price Robert J. A. Francis-Jones William R. Clements DiffM 60 3 0 27 Aug 2025
Flow Battery Manifold Design with Heterogeneous Inputs Through Generative Adversarial Neural Networks Eric Seng Hugh O'Connor Adam Boyce Josh J. Bailey Anton van Beek AI4CE 128 0 0 12 Aug 2025
A Conditional GAN for Tabular Data Generation with Probabilistic Sampling of Latent Subspaces Leonidas Akritidis Panayiotis Bozanis 115 0 0 01 Aug 2025
Unraveling Hidden Representations: A Multi-Modal Layer Analysis for Better Synthetic Content Forensics Tom Or Omri Azencot AAML 142 1 0 01 Aug 2025
Unlocking Interpretability for RF Sensing: A Complex-Valued White-Box Transformer Xie Zhang Yina Wang Chenshu Wu 175 0 0 29 Jul 2025
Knowledge Abstraction for Knowledge-based Semantic Communication: A Generative Causality Invariant Approach Minh-Duong Nguyen Quoc-Viet Pham Nguyen-Hoang Tran Hoang-Khoi Do Duy T. Ngo Won Joo Hwang CML 143 0 0 23 Jul 2025
DiViD: Disentangled Video Diffusion for Static-Dynamic Factorization Marzieh Gheisari Auguste Genovesio VGen 141 1 0 18 Jul 2025
Unfolding Generative Flows with Koopman Operators: Fast and Interpretable Sampling Erkan Turan Aristotelis Siozopoulos Louis Martinez Julien Gaubil E. Pierson M. Ovsjanikov 160 1 0 27 Jun 2025
Diffusion Counterfactual Generation with Semantic Abduction Rajat Rasal Avinash Kori Fabio De Sousa Ribeiro Tian Xia Ben Glocker DiffM 204 3 0 09 Jun 2025
QualitEye: Public and Privacy-preserving Gaze Data Quality Verification Mayar Elfares Pascal Reisert Ralf Küsters Andreas Bulling 150 2 0 06 Jun 2025
Feature-Based Lie Group Transformer for Real-World Applications Takayuki Komatsu Yoshiyuki Ohmura Kayato Nishitsunoi Yasuo Kuniyoshi ViT 244 0 0 05 Jun 2025
PartComposer: Learning and Composing Part-Level Concepts from Single-Image Examples Junyu Liu R. K. Jones Daniel E. Ritchie DiffM CoGe 250 2 0 03 Jun 2025
Efficiency without Compromise: CLIP-aided Text-to-Image GANs with Increased Diversity Yuya Kobayashi Yuhta Takida Takashi Shibuya Yuki Mitsufuji DiffM 187 0 0 02 Jun 2025
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised LearningInternational Conference on 3D Vision (3DV), 2024 Chengzhi Wu Qianliang Huang Kun Jin Julius Pfrommer Jürgen Beyerer 3DPC SSL 278 4 0 30 May 2025
Multi-Mode Process Control Using Multi-Task Inverse Reinforcement Learning Runze Lin Junghui Chen Biao Huang Lei Xie Hongye Su OffRL AI4CE 201 0 0 27 May 2025
Enhancing Interpretability of Sparse Latent Representations with Class Information Farshad Sangari Abiz Reshad Hosseini Babak N. Araabi DRL 295 0 0 20 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 237 0 0 08 May 2025
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models Jan Kapar Niklas Koenen Martin Jullum 224 1 0 29 Apr 2025
Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning Shunxin Guo Jiaqi Lv Xin Geng 237 0 0 27 Apr 2025
Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields Zhuo He Paul Henderson Nicolas Pugeault GAN 276 0 0 24 Apr 2025
A Controllable Appearance Representation for Flexible Transfer and Editing Santiago Jimenez-Navarro Julia Guerrero-Viu B. Masiá DiffM 289 0 0 21 Apr 2025
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking Omar de Mitri Ruyu Wang Marco F. Huber 258 0 0 07 Apr 2025
Learning symmetries in datasets Veronica Sanz DRL 136 0 0 07 Apr 2025
Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering Bo Li Jing Yun 227 1 0 07 Apr 2025
Explainable and Interpretable Forecasts on Non-Smooth Multivariate Time Series for Responsible GameplayKnowledge Discovery and Data Mining (KDD), 2024 Hussain Jagirdar Rukma Talwadker Aditya Pareek Pulkit Agrawal Tridib Mukherjee AI4TS 288 3 0 03 Apr 2025
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning Zixin Lin Nur Fariha Syaqina Zulkepli AI4TS AI4CE 152 0 0 31 Mar 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 283 1 0 30 Mar 2025
EagleVision: Object-level Attribute Multimodal LLM for Remote Sensing Hongxiang Jiang Jihao Yin Qixiong Wang Jiaqi Feng Guo Chen 256 4 0 30 Mar 2025
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target DataIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Masoumeh Sharafi Emma Ollivier Muhammad Osama Zeeshan Soufiane Belharbi M. Pedersoli A. L. Koerich Simon L Bacon EricGranger 236 5 0 26 Mar 2025
Generative Data Imputation for Sparse Learner Performance Data Using Generative Adversarial Imputation Networks Liang Zhang Jionghao Lin John Sabatini Diego Zapata-Rivera Carol Forsyth Yang Jiang John Hollander Xiangen Hu Arthur C. Graesser 235 0 0 23 Mar 2025