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 Realism Metric for Generated LiDAR Point Clouds Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 27 8 0 31 Aug 2022
"Task-relevant autoencoding" enhances machine learning for human neuroscience Seyedmehdi Orouji V. Taschereau-Dumouchel A. Cortese Brian Odegaard Cody Cushing Mouslim Cherkaoui Mitsuo Kawato Hakwan Lau Megan A. K. Peters 11 1 0 17 Aug 2022
Disentangled Speaker Representation Learning via Mutual Information Minimization Sung Hwan Mun Mingrui Han Minchan Kim Dongjune Lee N. Kim DRL 38 9 0 17 Aug 2022
Disentangled Representation Learning Using ( $β$ -)VAE and GAN Mohammad Haghir Ebrahimabadi OCL CoGe GAN DRL 16 0 0 09 Aug 2022
Interpretable Disentangled Parametrization of Measured BRDF with $β$ -VAE A. Benamira Sachin Shah S. Pattanaik 16 3 0 08 Aug 2022
HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 39 1 0 06 Aug 2022
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics Renjie Xie Wei Xu Jiabao Yu A. Hu Derrick Wing Kwan Ng A. L. Swindlehurst 32 18 0 04 Aug 2022
OLLIE: Derivation-based Tensor Program Optimizer Liyan Zheng Haojie Wang Jidong Zhai Muyan Hu Zixuan Ma Tuowei Wang Shizhi Tang Lei Xie Kezhao Huang Zhihao Jia 43 3 0 02 Aug 2022
Design What You Desire: Icon Generation from Orthogonal Application and Theme Labels Yinpeng Chen Zhiyu Pan Min Shi Hao Lu Zhiguo Cao Weicai Zhong GAN 19 3 0 31 Jul 2022
Automated Classification of Nanoparticles with Various Ultrastructures and Sizes Claudius Zelenka M. Kamp Kolja Strohm Akram Kadoura J. Johny Reinhard Koch L. Kienle 36 0 0 28 Jul 2022
Generative Steganography Network Ping Wei Sheng Li Xinpeng Zhang Ge Luo Zhenxing Qian Qing Zhou AAML GAN 13 42 0 28 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 37 3 0 23 Jul 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases Jintai Chen Kuan-Yu Liao Kun Wei Haochao Ying D. Z. Chen Jian Wu MedIm 21 18 0 21 Jul 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance Zhihang Zhong Xiao Sun Zhirong Wu Yinqiang Zheng Stephen Lin Imari Sato 3DH 22 20 0 20 Jul 2022
Comparing the latent space of generative models Andrea Asperti Valerio Tonelli DRL 21 12 0 14 Jul 2022
EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations Min Zhao Fan Bao Chongxuan Li Jun Zhu DiffM 30 189 0 14 Jul 2022
Factorizing Knowledge in Neural Networks Xingyi Yang Jingwen Ye Xinchao Wang MoMe 41 121 0 04 Jul 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou H. Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 35 20 0 29 Jun 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 20 0 0 27 Jun 2022
Pursuit of a Discriminative Representation for Multiple Subspaces via Sequential Games Druv Pai Michael Psenka Chih-Yuan Chiu Manxi Wu Edgar Dobriban Y. Ma 21 6 0 18 Jun 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 28 46 0 14 Jun 2022
Speak Like a Dog: Human to Non-human creature Voice Conversion Kohei Suzuki Shoki Sakamoto T. Taniguchi Hirokazu Kameoka 22 2 0 09 Jun 2022
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields Mingtong Zhang Shuhong Zheng Zhipeng Bao M. Hebert Yu-xiong Wang 19 12 0 09 Jun 2022
Recent Advances for Quantum Neural Networks in Generative Learning Jinkai Tian Xiaoyun Sun Yuxuan Du Shanshan Zhao Qing Liu ... Xingyao Wu Min-hsiu Hsieh Tongliang Liu Wen-Bin Yang Dacheng Tao AI4CE 24 81 0 07 Jun 2022
GlanceNets: Interpretabile, Leak-proof Concept-based Models Emanuele Marconato Andrea Passerini Stefano Teso 106 64 0 31 May 2022
IDE-3D: Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis Jingxiang Sun X. Wang Yichun Shi Lizhen Wang Jue Wang Yebin Liu DiffM 168 10 0 31 May 2022
Causal Machine Learning for Healthcare and Precision Medicine Pedro Sanchez J. Voisey Tian Xia Hannah I. Watson Alison Q. OÑeil Sotirios A. Tsaftaris OOD CML 42 109 0 23 May 2022
Aligning Robot Representations with Humans Andreea Bobu Andi Peng 27 0 0 15 May 2022
Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns Zhijian Yang J. Wen Christos Davatzikos MedIm 25 18 0 09 May 2022
Neural Program Synthesis with Query Di Huang Rui Zhang Xing Hu Xishan Zhang Pengwei Jin Nan Li Zidong Du Qi Guo Yunji Chen 13 2 0 08 May 2022
Synthetic Data -- what, why and how? James Jordon Lukasz Szpruch F. Houssiau M. Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller 40 109 0 06 May 2022
ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters Xue Bin Peng Yunrong Guo L. Halper Sergey Levine Sanja Fidler 23 15 0 04 May 2022
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings M. Alzantot L. Garcia Mani B. Srivastava 24 1 0 25 Apr 2022
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models Ali Ghadirzadeh Petra Poklukar Karol Arndt Chelsea Finn Ville Kyrki Danica Kragic Marten Bjorkman OffRL 22 1 0 18 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 21 38 0 10 Apr 2022
LatentGAN Autoencoder: Learning Disentangled Latent Distribution Sanket Kalwar Animikh Aich Tanay Dixit Adit Chhabra DRL 29 0 0 05 Apr 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Naresh Boddeti NAI CML OOD 29 6 0 02 Apr 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos X. Wang Jan Kautz Sifei Liu GAN 22 18 0 30 Mar 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min K. Li Chenliang Xu EGVM 33 39 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 25 99 0 28 Mar 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 18 1 0 26 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 24 53 0 25 Mar 2022
RareGAN: Generating Samples for Rare Classes Zinan Lin Hao Liang Giulia Fanti Vyas Sekar GAN 11 9 0 20 Mar 2022
DeepAD: A Robust Deep Learning Model of Alzheimer's Disease Progression for Real-World Clinical Applications Somaye Hashemifar C. Iriondo Evan Casey Mohsen Hejrati for Alzheimer's Disease Neuroimaging Initiative OOD MedIm 25 3 0 17 Mar 2022
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning Xiang Chen Zhe-Cheng Fan Yufeng Li Longgang Dai Caihua Kong Zhuoran Zheng Yufeng Huang Yufeng Li 22 44 0 15 Mar 2022
A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources Ghadeer O. Ghosheh Jin Li T. Zhu 29 32 0 14 Mar 2022
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey Shancong Mou Mengsi Cao Zhendong Hong Ping-Chia Huang Jiulong Shan Jianjun Shi 13 3 0 03 Mar 2022
On generating parametrised structural data using conditional generative adversarial networks G. Tsialiamanis D. Wagg N. Dervilis K. Worden GAN 20 2 0 03 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 29,974 0 01 Mar 2022
Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations Muhammad Azmi Umer K. N. Junejo Muhammad Taha Jilani A. Mathur AI4CE 13 88 0 24 Feb 2022