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
Lower Bounds on the MMSE of Adversarially Inferring Sensitive Features Monica Welfert Nathan Stromberg Mario Díaz Lalitha Sankar AAML 14 0 0 13 May 2025
InfoPO: On Mutual Information Maximization for Large Language Model Alignment Teng Xiao Zhen Ge Sujay Sanghavi Tian Wang Julian Katz-Samuels Marc Versage Qingjun Cui Trishul Chilimbi 31 0 0 13 May 2025
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning Xinyue Wang Zhen Zhang OffRL CML 29 0 0 13 May 2025
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 32 0 0 07 May 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 Apr 2025
Vision-Centric Representation-Efficient Fine-Tuning for Robust Universal Foreground Segmentation Guoyi Zhang Siyang Chen Guangsheng Xu Han Wang Xiaohu Zhang 34 0 0 20 Apr 2025
Benchmarking Mutual Information-based Loss Functions in Federated Learning Sarang S Harsh D. Chothani Qilei Li A. Abdelmoniem Arnab K. Paul FedML 33 0 0 16 Apr 2025
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation Kaiyuan Li Rui Xiang Yong Bai Yongxiang Tang Yanhua Cheng Xialong Liu Peng Jiang Kun Gai 29 0 0 09 Apr 2025
Meta-Continual Learning of Neural Fields Seungyoon Woo Junhyeog Yun Gunhee Kim CLL AI4CE 33 1 0 08 Apr 2025
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization Yingrui Ji Xi Xiao Gaofei Chen Hao Xu Chenrui Ma Lijing Zhu Aokun Liang Jiansheng Chen VLM 53 0 0 31 Mar 2025
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty Christoforos N. Spartalis T. Semertzidis Efstratios Gavves P. Daras MU 86 0 0 24 Mar 2025
Graph-Weighted Contrastive Learning for Semi-Supervised Hyperspectral Image Classification Yuqing Zhang Qi Han Ligeng Wang Kai Cheng Bo Wang Kun Zhan 51 0 0 19 Mar 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 61 0 0 18 Mar 2025
End-to-End Optimal Detector Design with Mutual Information Surrogates K. Wozniak Stephen Mulligan J. Kieseler Markus Klute Francois Fleuret Tobias Golling 60 1 0 18 Mar 2025
A Deep Bayesian Nonparametric Framework for Robust Mutual Information Estimation Forough Fazeliasl Michael Minyi Zhang Bei Jiang Linglong Kong 43 0 0 13 Mar 2025
Information-Theoretic Measures on Lattices for High-Order Interactions Zhaolu Liu Mauricio Barahona Robert L. Peach 75 0 0 13 Mar 2025
PIED: Physics-Informed Experimental Design for Inverse Problems Apivich Hemachandra Gregory Kang Ruey Lau Szu Hui Ng Bryan Kian Hsiang Low PINN 48 0 0 10 Mar 2025
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification Basudha Pal Siyuan Huang 56 0 0 09 Mar 2025
Intrinsic and Extrinsic Factor Disentanglement for Recommendation in Various Context Scenarios Yixin Su Wei Jiang Fangquan Lin Cheng Yang S. Erfani Junhao Gan Yunxiang Zhao Ruixuan Li Rui-Xun Zhang CML 67 0 0 05 Mar 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing Jingyi Yang Xun Lin Zitong Yu Li Zhang X. Liu Hui Li Xiaochen Yuan Xiaochun Cao CVBM 41 0 0 01 Mar 2025
Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving Nanshan Deng Weitao Zhou Bo Zhang Junze Wen Kun Jiang Zhong Cao D. Yang 41 0 0 28 Feb 2025
INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators Alberto Foresti Giulio Franzese Pietro Michiardi 82 0 0 26 Feb 2025
Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization Zixuan Gong Xiaolin Hu Huayi Tang Yong Liu 35 0 0 24 Feb 2025
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Yuhang Zhang Likai Wang Kuan-Jui Su Aiying Zhang Hao Zhu Xiaowen Liu Hui Shen Vince D. Calhoun Yuping Wang H. Deng 63 0 0 03 Feb 2025
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov E. Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 55 0 0 03 Feb 2025
Separable Computation of Information Measures Xiangxiang Xu Lizhong Zheng 34 0 0 28 Jan 2025
UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Chung-ju Huang Yuanpeng He Xiao Han Wenpin Jiao Zhi Jin Leye Wang FedML 38 1 0 20 Jan 2025
Memory-Centric Computing: Recent Advances in Processing-in-DRAM O. Mutlu Ataberk Olgun Geraldo F. Oliveira Ismail Emir Yüksel 44 5 0 26 Dec 2024
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning Xin Gao Yang Lin Ruiqing Li Yasha Wang Xu Chu Xinyu Ma Hailong Yu 36 1 0 23 Dec 2024
Learning Robust and Privacy-Preserving Representations via Information Theory Binghui Zhang Sayedeh Leila Noorbakhsh Yun Dong Yuan Hong Binghui Wang 64 0 0 15 Dec 2024
Structural Entropy Guided Probabilistic Coding Xiang Huang Hao Peng Li Sun Hui Lin Chunyang Liu Jiang Cao Philip S. Yu 79 0 0 12 Dec 2024
Differentiable Causal Discovery For Latent Hierarchical Causal Models Parjanya Prashant Ignavier Ng Anton van den Hengel Zhen Zhang CML 187 0 0 29 Nov 2024
Structure-Guided MR-to-CT Synthesis with Spatial and Semantic Alignments for Attenuation Correction of Whole-Body PET/MR Imaging Jiaxu Zheng Zhenrong Shen Lichi Zhang Qun Chen MedIm 79 0 0 26 Nov 2024
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization Ziyu Shan Yujie Zhang Yipeng Liu Yiling Xu 41 0 0 12 Nov 2024
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Yixiong Zou Yuhua Li Ruixuan Li 30 4 0 29 Oct 2024
Subgraph Aggregation for Out-of-Distribution Generalization on Graphs Bowen Liu Haoyang Li Shuning Wang Shuo Nie Shanghang Zhang OODD CML 74 0 0 29 Oct 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion Zhenheng Tang Yonggang Zhang Peijie Dong Y. Cheung Amelie Chi Zhou Bo Han Xiaowen Chu FedML MoMe AI4CE 49 6 0 27 Oct 2024
Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning Hanlin Yang Jian Yao Weiming Liu Qing Wang Hanmin Qin ... Hongwu Chen Juchao Zhuo Qiang Fu Yang Wei Haobo Fu 26 1 0 21 Oct 2024
SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning Rikuto Kotoge Zheng Chen Tasuku Kimura Yasuko Matsubara Takufumi Yanagisawa H. Kishima Yasushi Sakurai OOD SSL 29 1 0 15 Oct 2024
Continual Learning Improves Zero-Shot Action Recognition Shreyank N. Gowda Davide Moltisanti Laura Sevilla-Lara BDL VLM CLL 29 1 0 14 Oct 2024
Improving Numerical Stability of Normalized Mutual Information Estimator on High Dimensions Marko Tuononen Ville Hautamäki 16 0 0 10 Oct 2024
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Junghun Oh Sungyong Baik Kyoung Mu Lee CLL 34 3 0 08 Oct 2024
Towards Understanding and Enhancing Security of Proof-of-Training for DNN Model Ownership Verification Yijia Chang Hanrui Jiang Chao Lin Xinyi Huang Jian Weng AAML 34 0 0 06 Oct 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 46 4 0 03 Oct 2024
Bounds on Lp errors in density ratio estimation via f-divergence loss functions Yoshiaki Kitazawa 16 0 0 02 Oct 2024
Structure Learning via Mutual Information Jeremy Nixon 16 0 0 21 Sep 2024
Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification Sharon Peled Y. Maruvka Moti Freiman 28 1 0 17 Sep 2024
CUNSB-RFIE: Context-aware Unpaired Neural Schr"{o}dinger Bridge in Retinal Fundus Image Enhancement Xuanzhao Dong Vamsi Krishna Vasa Wenhui Zhu Peijie Qiu Xiwen Chen Yi Su Yujian Xiong Zhangsihao Yang Yanxi Chen Yalin Wang MedIm 43 5 0 17 Sep 2024
Automated Discovery of Pairwise Interactions from Unstructured Data Zuheng Xu Moksh Jain Ali Denton Shawn Whitfield Aniket Didolkar Berton A. Earnshaw Jason S. Hartford 31 2 0 11 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 21 0 0 07 Sep 2024