Learning Discrete Representations via Information Maximizing Self-Augmented Training

28 February 2017

Papers citing "Learning Discrete Representations via Information Maximizing Self-Augmented Training"

50 / 70 papers shown

Title
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 32 0 0 07 May 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 40 1 0 02 Apr 2025
Deep clustering using adversarial net based clustering loss Kart-Leong Lim 69 0 0 12 Dec 2024
Historical Printed Ornaments: Dataset and Tasks Sayan Kumar Chaki Z. S. Baltaci Elliot Vincent Remi Emonet Fabienne Vial-Bonacci Christelle Bahier-Porte Mathieu Aubry Thierry Fournel 47 0 0 16 Aug 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 43 16 0 05 Mar 2024
Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding Guoqing Chao Yi Jiang Dianhui Chu 39 44 0 14 Dec 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 28 0 0 12 Sep 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 17 15 0 07 Aug 2023
CoSDA: Continual Source-Free Domain Adaptation H. Feng Zhaorui Yang He-Tuo Chen Tianyu Pang Chao Du Minfeng Zhu Wei Chen Shuicheng Yan CLL TTA 37 3 0 13 Apr 2023
Collision Cross-entropy for Soft Class Labels and Deep Clustering Z. Zhang Yuri Boykov 23 0 0 13 Mar 2023
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE Yuhui Zhang Yuichiro Wada Hiroki Waida Kaito Goto Yusaku Hino Takafumi Kanamori 27 3 0 06 Mar 2023
Contrastive Hierarchical Clustering Michal Znale'zniak P. Rola Patryk Kaszuba Jacek Tabor Marek Śmieja 21 5 0 03 Mar 2023
Self-Organising Neural Discrete Representation Learning à la Kohonen Kazuki Irie Róbert Csordás Jürgen Schmidhuber SSL 32 1 0 15 Feb 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 35 4 0 30 Jan 2023
A Clustering-guided Contrastive Fusion for Multi-view Representation Learning Guanzhou Ke Guoqing Chao Xiaoli Wang Chenyang Xu Yong-Nan Zhu Yang Yu SSL 28 18 0 28 Dec 2022
Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation I. Diamant Roy H. Jennings Oranit Dror H. Habi Arnon Netzer 28 2 0 07 Dec 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 22 2 0 14 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
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 23 12 0 26 Sep 2022
Test-Time Adaptation with Principal Component Analysis Thomas Cordier Victor Bouvier Gilles Hénaff C´eline Hudelot TTA 33 1 0 13 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 45 113 0 24 Aug 2022
Representation Learning with Information Theory for COVID-19 Detection Abel Díaz Berenguer Tanmoy Mukherjee M. Bossa Nikos Deligiannis Hichem Sahli OOD 30 3 0 04 Jul 2022
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization Zheng Chen Lingwei Zhu Ziwei Yang Takashi Matsubara 24 7 0 22 Jun 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 32 131 0 09 May 2022
A Differential Entropy Estimator for Training Neural Networks Georg Pichler Pierre Colombo Malik Boudiaf Günther Koliander Pablo Piantanida 25 21 0 14 Feb 2022
Pareto Domain Adaptation Fangrui Lv Jian Liang Kaixiong Gong Shuang Li Chi Harold Liu Han Li Di Liu Guoren Wang 15 31 0 08 Dec 2021
Unsupervised Representation Learning via Neural Activation Coding Yookoon Park Sangho Lee Gunhee Kim David M. Blei SSL 26 8 0 07 Dec 2021
Diversified Multi-prototype Representation for Semi-supervised Segmentation Jizong Peng Christian Desrosiers M. Pedersoli 29 1 0 16 Nov 2021
Self-Supervised Learning by Estimating Twin Class Distributions Feng Wang Tao Kong Rufeng Zhang Huaping Liu Hang Li SSL 55 18 0 14 Oct 2021
SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning Talip Uçar Ehsan Hajiramezanali Lindsay Edwards LMTD SSL 39 124 0 08 Oct 2021
DRo: A data-scarce mechanism to revolutionize the performance of Deep Learning based Security Systems Mohit Sewak S. K. Sahay Hemant Rathore 8 5 0 12 Sep 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 30 125 0 12 Aug 2021
M2IOSR: Maximal Mutual Information Open Set Recognition Xin Sun Henghui Ding Chi Zhang Guosheng Lin K. Ling 23 17 0 05 Aug 2021
Mutual-Information Based Few-Shot Classification Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony Jose Dolz Ismail Ben Ayed Pablo Piantanida VLM 30 2 0 23 Jun 2021
Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng Li Dong Shaohan Huang Wenhui Wang Zewen Chi Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei 19 58 0 15 Jun 2021
Unsupervised Layered Image Decomposition into Object Prototypes Tom Monnier Elliot Vincent Jean Ponce Mathieu Aubry OCL 16 53 0 29 Apr 2021
On Evolving Attention Towards Domain Adaptation Kekai Sheng Ke Li Xiawu Zheng Jian Liang Weiming Dong Feiyue Huang Rongrong Ji Xing Sun 36 7 0 25 Mar 2021
ConDA: Continual Unsupervised Domain Adaptation A. M. N. Taufique C. S. Jahan Andreas E. Savakis TTA CLL 19 10 0 19 Mar 2021
Information Maximization Clustering via Multi-View Self-Labelling Foivos Ntelemis Yaochu Jin S. Thomas SSL 16 25 0 12 Mar 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 24 31 0 07 Jan 2021
Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao Xiang Jiang Mohammad Havaei 33 24 0 15 Dec 2020
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 151 250 0 14 Dec 2020
Self-labeled Conditional GANs M. Noroozi SSL 17 10 0 03 Dec 2020
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization Foivos Ntelemis Yaochu Jin S. Thomas GAN 28 13 0 08 Nov 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning Tao Han Junyu Gao Yuan. Yuan Qi. Wang 22 26 0 12 Oct 2020
Autoregressive Unsupervised Image Segmentation Yassine Ouali C´eline Hudelot Myriam Tami SSL 35 86 0 16 Jul 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction Yaodong Yu Kwan Ho Ryan Chan Chong You Chaobing Song Yi Ma SSL 36 189 0 15 Jun 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 22 5 0 15 Jun 2020
Mutual Information Gradient Estimation for Representation Learning Liangjiang Wen Yiji Zhou Lirong He Mingyuan Zhou Zenglin Xu DRL SSL 33 27 0 03 May 2020
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation Takehiko Ohkawa Naoto Inoue Hirokatsu Kataoka Nakamasa Inoue 27 6 0 29 Feb 2020