MINE: Mutual Information Neural Estimation

12 January 2018

Mohamed Ishmael Belghazi

Aaron Courville

Papers citing "MINE: Mutual Information Neural Estimation"

50 / 632 papers shown

Title
AI-based association analysis for medical imaging using latent-space geometric confounder correction Xianjing Liu Bo-wen Li Meike W. Vernooij E. Wolvius Gennady V. Roshchupkin Esther E. Bron MedIm 29 0 0 03 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 33 7 0 30 Sep 2023
Telling Stories for Common Sense Zero-Shot Action Recognition Shreyank N. Gowda Carolina Scarton LM&Ro 27 2 0 29 Sep 2023
Max-Sliced Mutual Information Dor Tsur Ziv Goldfeld Kristjan Greenewald 32 9 0 28 Sep 2023
RPEFlow: Multimodal Fusion of RGB-PointCloud-Event for Joint Optical Flow and Scene Flow Estimation Zhexiong Wan Yuxin Mao Jing Zhang Yuchao Dai 3DPC 30 22 0 26 Sep 2023
ALEX: Towards Effective Graph Transfer Learning with Noisy Labels Jingyang Yuan Xiao Luo Yifang Qin Zhengyan Mao Wei Ju Ming Zhang AAML 34 18 0 26 Sep 2023
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment Yutong Xia Y. Liang Haomin Wen Xu Liu Kun Wang Zhengyang Zhou Roger Zimmermann AI4TS 42 38 0 23 Sep 2023
Trading-off Mutual Information on Feature Aggregation for Face Recognition Mohammad Akyash Ali Zafari Nasser M. Nasrabadi ViT 25 1 0 22 Sep 2023
FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning Hongyu Zhang Dongyi Zheng Xu Yang Jiyuan Feng Qing Liao 8 11 0 15 Sep 2023
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural Estimation Benjamin D. Kim Vipindev Adat Vasudevan Jongchan Woo Alejandro Cohen Rafael G. L. DÓliveira Thomas Stahlbuhk Muriel Médard 11 3 0 14 Sep 2023
Data efficiency, dimensionality reduction, and the generalized symmetric information bottleneck K. M. Martini I. Nemenman 32 2 0 11 Sep 2023
Generalised Mutual Information: a Framework for Discriminative Clustering Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Warith Harchaoui Mickael Leclercq Arnaud Droit F. Precioso 19 3 0 06 Sep 2023
Learning Cross-modality Information Bottleneck Representation for Heterogeneous Person Re-Identification Haichao Shi Mandi Luo Xiao-Yu Zhang Ran He 9 0 0 29 Aug 2023
On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental Design Ziqiao Ao Jinglai Li 30 2 0 19 Aug 2023
MOLE: MOdular Learning FramEwork via Mutual Information Maximization Tianchao Li Yulong Pei 33 0 0 15 Aug 2023
Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach Xing Ai Jialong Zhou Yulin Zhu Gaolei Li Tomasz P. Michalak Xi Luo Kai Zhou 48 1 0 02 Aug 2023
Binary classification based Monte Carlo simulation Elouan Argouarc'h F. Desbouvries 23 0 0 29 Jul 2023
MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning Yun Zhu Haizhou Shi Zhenshuo Zhang Siliang Tang 26 8 0 24 Jul 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning Borja Rodríguez Gálvez Arno Blaas P. Rodríguez Adam Goliñski Xavier Suau Jason Ramapuram Dan Busbridge Luca Zappella 32 6 0 20 Jul 2023
Amortised Experimental Design and Parameter Estimation for User Models of Pointing Antti Keurulainen Isak Westerlund Oskar Keurulainen Andrew Howes 28 7 0 19 Jul 2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Kuan-Yu Chen Cheng Li Kuo-Jung Lee 28 1 0 12 Jul 2023
Intelligent Robotic Sonographer: Mutual Information-based Disentangled Reward Learning from Few Demonstrations Zhongliang Jiang Yuanwei Bi Mingchuan Zhou Ying Hu Michael G. Burke and Nassir Navab 24 20 0 07 Jul 2023
Neural Fields for Interactive Visualization of Statistical Dependencies in 3D Simulation Ensembles Fatemeh Farokhmanesh Kevin Höhlein Christoph Neuhauser Tobias Necker Martin Weissmann Takemasa Miyoshi Rüdiger Westermann 3DV AI4CE 26 4 0 05 Jul 2023
Quantum Neural Estimation of Entropies Ziv Goldfeld Dhrumil Patel Sreejith Sreekumar Mark M. Wilde 35 9 0 03 Jul 2023
See Through the Fog: Curriculum Learning with Progressive Occlusion in Medical Imaging Pradeep Singh Kishore Babu Nampalle Vivek Narayan Uppala Balasubramanian Raman 35 2 0 27 Jun 2023
Beyond Normal: On the Evaluation of Mutual Information Estimators Paweł Czyż Frederic Grabowski Julia E. Vogt N. Beerenwinkel Alexander Marx 26 32 0 19 Jun 2023
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition Yuchen Hu Ruizhe Li Cheng Chen Chengwei Qin Qiu-shi Zhu E. Chng 31 5 0 18 Jun 2023
Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations Tianxiang Zhao Wenchao Yu Suhang Wang Lucy Wang Xiang Zhang Yuncong Chen Yanchi Liu Wei Cheng Haifeng Chen 32 8 0 13 Jun 2023
Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization Yu-Huan Yang Haipeng Chen Zhenguang Liu Y. Lyu Beibei Zhang Shuang Wu Zhibo Wang Kui Ren 16 6 0 13 Jun 2023
An information-Theoretic Approach to Semi-supervised Transfer Learning Daniel Jakubovitz David Uliel Miguel R. D. Rodrigues Raja Giryes 22 1 0 11 Jun 2023
Learning World Models with Identifiable Factorization Yu-Ren Liu Erdun Gao Zhengmao Zhu Hong Tian Biwei Huang Yang Yu Anton van den Hengel CML OffRL 39 12 0 11 Jun 2023
Estimating Conditional Mutual Information for Dynamic Feature Selection S. Gadgil Ian Covert Su-In Lee 29 3 0 05 Jun 2023
Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection Minh Le Nguyen K. Kishan Toan Q. Nguyen Thien Huu Nguyen Ankit Chadha Thuy Vu 24 0 0 03 Jun 2023
On the Effectiveness of Hybrid Mutual Information Estimation Marco Federici David Ruhe Patrick Forré 16 5 0 01 Jun 2023
TPDM: Selectively Removing Positional Information for Zero-shot Translation via Token-Level Position Disentangle Module Xingran Chen Ge Zhang Jie Fu 21 2 0 31 May 2023
What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization Yufeng Zhang Fengzhuo Zhang Zhuoran Yang Zhaoran Wang BDL 36 62 0 30 May 2023
The Representation Jensen-Shannon Divergence J. Hoyos-Osorio Santiago Posso-Murillo L. S. Giraldo 40 6 0 25 May 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 39 56 0 24 May 2023
Estimating class separability of text embeddings with persistent homology Kostis Gourgoulias Najah F. Ghalyan Maxime Labonne Yash Satsangi Sean J. Moran Joseph Sabelja 30 0 0 24 May 2023
Temporally Causal Discovery Tests for Discrete Time Series and Neural Spike Trains A. Theocharous G. Gregoriou P. Sapountzis Ioannis Kontoyiannis CML 21 2 0 23 May 2023
Computing high-dimensional optimal transport by flow neural networks Chen Xu Xiuyuan Cheng Yao Xie OT 40 4 0 19 May 2023
Noise-Aware Speech Separation with Contrastive Learning Zizheng Zhang Cheng Chen Hsin-Hung Chen Xiang Liu Yuchen Hu E. Chng 28 5 0 18 May 2023
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression I. Butakov Alexander Tolmachev S. Malanchuk A. Neopryatnaya Alexey Frolov K. Andreev 21 4 0 13 May 2023
Few-shot Action Recognition via Intra- and Inter-Video Information Maximization Huabin Liu W. Lin Tieyuan Chen Yuxi Li Shuyuan Li John See 44 5 0 10 May 2023
Behavior Contrastive Learning for Unsupervised Skill Discovery Rushuai Yang Chenjia Bai Hongyi Guo Siyuan Li Bin Zhao Zhen Wang Peng Liu Xuelong Li SSL 29 16 0 08 May 2023
Age-Invariant Face Embedding using the Wasserstein Distance Trent Kyono Y. Keller CVBM 18 1 0 04 May 2023
Towards Explainable Collaborative Filtering with Taste Clusters Learning Yuntao Du Jianxun Lian Jing Yao Xiting Wang Mingqi Wu Lu Chen Yunjun Gao Xing Xie FedML 30 6 0 27 Apr 2023
Mutual information of spin systems from autoregressive neural networks P. Białas P. Korcyl T. Stebel 32 3 0 26 Apr 2023
A Novel Dual of Shannon Information and Weighting Scheme Arthur Jun Zhang 11 0 0 25 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 44 273 0 24 Apr 2023