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
A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes Md Mashrur Arifin Md Shoaib Ahmed Tanmai Kumar Ghosh Jun Zhuang Jyh-haw Yeh AAML 211 11 0 11 Jul 2024
Deciphering Assamese Vowel Harmony with Featural InfoWaveGAN Sneha Ray Barman Shakuntala Mahanta Neeraj Kumar Sharma 79 0 0 09 Jul 2024
Controlling Face's Frame generation in StyleGAN's latent space operations: Modifying faces to deceive our memory Agustín Roca Nicolás Ignacio Britos CVBM 128 0 0 30 Jun 2024
Compositional Image Decomposition with Diffusion Models Jocelin Su Nan Liu Yanbo Wang Joshua B. Tenenbaum Yilun Du CoGe 199 10 0 27 Jun 2024
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element Nimrod Berman Ilan Naiman Idan Arbiv Gal Fadlon Omri Azencot CoGe 241 9 0 26 Jun 2024
Applications of Explainable artificial intelligence in Earth system science Feini Huang Shijie Jiang Lu Li Yongkun Zhang Ye Zhang Ruqing Zhang Qingliang Li Danxi Li Wei Shangguan Yongjiu Dai 183 5 0 12 Jun 2024
Representation Learning with Conditional Information Flow MaximizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Dou Hu Lingwei Wei Wei Zhou Songlin Hu SSL 230 1 0 08 Jun 2024
DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain Jun Liu Jiantao Zhou Jiandian Zeng Jinyu Tian Zheng Li 302 0 0 05 Jun 2024
Homotopic Path Set Planning for Robot Manipulation and Navigation Jing Huang Yunxi Tang K. W. S. Au 170 4 0 05 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 558 3 0 31 May 2024
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL Manuel S. Nunes Atabak Dehban Y. Demiris J. Santos-Victor 250 0 0 27 May 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization M. R. Uddin Min Xu 363 0 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 460 6 0 27 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and OptimizationIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2024 Zhibo Chen Heming Sun Li Zhang Fan Zhang 258 6 0 23 May 2024
A GAN-Based Data Poisoning Attack Against Federated Learning Systems and Its Countermeasure Wei Sun Bo Gao Ke Xiong Yuwei Wang AAML FedML 215 5 0 19 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 245 196 0 17 May 2024
Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue GenerationInformation Fusion (Inf. Fusion), 2024 Bo Zhang Hui Ma Jian Ding Jian Wang 00021 Bo Xu Hongfei Lin VLM 177 0 0 16 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin Siu-Ming Yiu Qi Tian Christian S. Jensen AI4TS 189 14 0 15 May 2024
Interpreting Latent Student Knowledge Representations in Programming AssignmentsEducational Data Mining (EDM), 2024 Nigel Fernandez Andrew Lan 231 3 0 13 May 2024
Semantic Loss Functions for Neuro-Symbolic Structured Prediction Kareem Ahmed Stefano Teso Paolo Morettin Luca Di Liello Pierfrancesco Ardino ... Yitao Liang Eric Wang Kai-Wei Chang Baptiste Caramiaux Karen Ullrich 222 5 0 12 May 2024
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-scale Generation and Registration Enhancement Ruiquan Ge Zhaojie Fang Pengxue Wei Zhanghao Chen Hongyang Jiang Ahmed Elazab Wangting Li Xiang Wan Shaochong Zhang Changmiao Wang MedIm 102 7 0 01 May 2024
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi 172 26 0 29 Apr 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang 156 3 0 26 Apr 2024
Improving Dictionary Learning with Gated Sparse Autoencoders Senthooran Rajamanoharan Arthur Conmy Lewis Smith Tom Lieberum Vikrant Varma János Kramár Rohin Shah Neel Nanda RALM 307 129 0 24 Apr 2024
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content Abhinau K. Venkataramanan Cosmin Stejerean Ioannis Katsavounidis Hassene Tmar A. Bovik DRL 324 2 0 20 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 226 71 0 15 Apr 2024
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment Xudong Yu Chenjia Bai Haoran He Changhong Wang Xuelong Li 310 8 0 07 Apr 2024
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models Samuel Marks Can Rager Eric J. Michaud Yonatan Belinkov David Bau Aaron Mueller 479 241 0 28 Mar 2024
A Survey on Deep Learning and State-of-the-art Applications Mohd Halim Mohd Noor A. O. Ige AILaw MLAU 166 0 0 26 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 270 14 0 26 Mar 2024
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings Hanane Kteich Na Li Usashi Chatterjee Zied Bouraoui Steven Schockaert 232 1 0 25 Mar 2024
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions S. A. Baumann Felix Krause Michael Neumayr Nick Stracke Vincent Tao Hu Bjorn Ommer Björn Ommer DiffM LM&Ro 289 26 0 25 Mar 2024
Geometric Generative Models based on Morphological Equivariant PDEs and GANsInternational Conference on Pattern Recognition (ICPR), 2024 El Hadji S. Diop Thierno Fall Alioune Mbengue Mohamed Daoudi GAN 225 2 0 22 Mar 2024
UP-FacE: User-predictable Fine-grained Face Shape Editing Florian Strohm Mihai Bâce Andreas Bulling CVBM 264 0 0 20 Mar 2024
The Bid Picture: Auction-Inspired Multi-player Generative Adversarial Networks Training JooYong Shim Jean Seong Bjorn Choe Jong-Kook Kim GAN 167 0 0 20 Mar 2024
M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling Xudong Sun Nutan Chen Alexej Gossmann Yu Xing Carla Feistner ... Felix Drost Daniele Scarcella Lisa Beer Carsten Marr Carsten Marr 330 1 0 20 Mar 2024
A survey of synthetic data augmentation methods in computer visionMachine Intelligence Research (MIR), 2024 A. Mumuni F. Mumuni N. K. Gerrar 299 69 0 15 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervisionNeural Information Processing Systems (NeurIPS), 2024 Zeyang Zhang Xin Eric Wang Ziwei Zhang Guangyao Shen Shiqi Shen Wenwu Zhu 232 19 0 08 Mar 2024
Mutual Information Estimation via Normalizing Flows I. Butakov Alexander Tolmachev S. Malanchuk A. Neopryatnaya Alexey Frolov 265 16 0 04 Mar 2024
Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation Fanzhe Yan Gang Yang Yu Li Aiping Liu Xun Chen 88 3 0 02 Mar 2024
Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning Ruiqian Nai Zixin Wen Ji Li Yuanzhi Li Yang Gao 159 2 0 01 Mar 2024
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 315 4 0 29 Feb 2024
Parallelized Spatiotemporal Binding Gautam Singh Yue Wang Jiawei Yang Boris Ivanovic Sungjin Ahn Marco Pavone Tong Che 172 2 0 26 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 229 5 0 24 Feb 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang Cuiling Lan Yan Lu Nanning Zheng DiffM 323 19 0 15 Feb 2024
TexShape: Information Theoretic Sentence Embedding for Language ModelsInternational Symposium on Information Theory (ISIT), 2024 Kaan Kale H. Esfahanizadeh Noel Elias Oguzhan Baser Muriel Médard S. Vishwanath 140 6 0 05 Feb 2024
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent SpaceInternational Journal of Computer Vision (IJCV), 2024 Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 3DH 212 11 0 05 Feb 2024
Transcending Adversarial Perturbations: Manifold-Aided Adversarial Examples with Legitimate Semantics Shuai Li Xiaoyu Jiang Xiaoguang Ma AAML 205 1 0 05 Feb 2024
Closed-Loop Unsupervised Representation Disentanglement with $β$ -VAE Distillation and Diffusion Probabilistic Feedback Xin Jin Bo Li Baao Xie Wenyao Zhang Jinming Liu Ziqiang Li Tao Yang Wenjun Zeng DRL DiffM CoGe 349 11 0 04 Feb 2024
Profiling and Modeling of Power Characteristics of Leadership-Scale HPC System Workloads A. M. Karimi Naw Safrin Sattar Woong Shin Feiyi Wang 63 3 0 01 Feb 2024