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Publication search results
found 41 matches
- 2024
- Niki Kiriakidou, Ioannis E. Livieris, Panayiotis E. Pintelas:
Mutual information-based neighbor selection method for causal effect estimation. Neural Comput. Appl. 36(16): 9141-9155 (2024) - Lisheng Wen, Sentao Chen, Mengying Xie, Cheng Liu, Lin Zheng:
Training multi-source domain adaptation network by mutual information estimation and minimization. Neural Networks 171: 353-361 (2024) - Benjamin D. Kim, Vipindev Adat Vasudevan, Jongchan Woo, Alejandro Cohen, Rafael G. L. D'Oliveira, Thomas Stahlbuhk, Muriel Médard:
Crypto-Mine: Cryptanalysis Via Mutual Information Neural Estimation. ICASSP 2024: 4820-4824 - Giulio Franzese, Mustapha Bounoua, Pietro Michiardi:
MINDE: Mutual Information Neural Diffusion Estimation. ICLR 2024 - Zhengyang Hu, Song Kang, Qunsong Zeng, Kaibin Huang, Yanchao Yang:
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization. ICML 2024 - Fatemeh Farokhmanesh, Christoph Neuhauser, Rüdiger Westermann:
A Compact and Efficient Neural Data Structure for Mutual Information Estimation in Large Timeseries. SSDBM 2024: 6:1-6:12 - Zhengyang Hu, Song Kang, Qunsong Zeng, Kaibin Huang, Yanchao Yang:
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization. CoRR abs/2402.10158 (2024) - 2023
- Xu Wang, Ali Al-Bashabsheh, Chao Zhao, Chung Chan:
Smoothed noise contrastive mutual information neural estimation. J. Frankl. Inst. 360(16): 12415-12435 (2023) - Valence Cristiani, Maxime Lecomte, Philippe Maurine:
Revisiting Mutual Information Analysis: Multidimensionality, Neural Estimation and Optimality Proofs. J. Cryptol. 36(4): 38 (2023) - Song Gao, Ruxin Wang, Xiaoxuan Wang, Shui Yu, Yunyun Dong, Shaowen Yao, Wei Zhou:
Detecting Adversarial Examples on Deep Neural Networks With Mutual Information Neural Estimation. IEEE Trans. Dependable Secur. Comput. 20(6): 5168-5181 (2023) - Benjamin D. Kim, Vipindev Adat Vasudevan, Jongchan Woo, Alejandro Cohen, Rafael G. L. D'Oliveira, Thomas Stahlbuhk, Muriel Médard:
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural Estimation. CoRR abs/2309.08019 (2023) - Giulio Franzese, Mustapha Bounoua, Pietro Michiardi:
MINDE: Mutual Information Neural Diffusion Estimation. CoRR abs/2310.09031 (2023) - 2022
- Valence Cristiani:
Unsupervised Side-Channel Analysis Based on Mutual Information and its Neural Estimation. (Analyse par Canaux Auxiliaires Non-Supervisée Basée sur l'Information Mutuelle et son Estimation Neurale). University of Montpellier, France, 2022 - Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, Ning Ye, Dong Wang, Zheng Zhou:
Neural Topic Modeling with Deep Mutual Information Estimation. Big Data Res. 30: 100344 (2022) - Jiawei Li, Yunan Huang, Yunqi Lei:
Self-Supervised Point Cloud Learning in Few-Shot Scenario by Point Up-Sampling and Mutual Information Neural Estimation. ICCCS 2022: 304-309 - Gerard Snaauw, Michele Sasdelli, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro:
Mutual Information Neural Estimation for Unsupervised Multi-Modal Registration of Brain Images. EMBC 2022: 3510-3513 - Marius Cervera Landsverk, Signe Riemer-Sørensen:
Mutual information estimation for graph convolutional neural networks. NLDL 2022 - Gerard Snaauw, Michele Sasdelli, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro:
Mutual information neural estimation for unsupervised multi-modal registration of brain images. CoRR abs/2201.10305 (2022) - Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, Ning Ye, Dong Wang, Zheng Zhou:
Neural Topic Modeling with Deep Mutual Information Estimation. CoRR abs/2203.06298 (2022) - Marius Cervera Landsverk, Signe Riemer-Sørensen:
Mutual information estimation for graph convolutional neural networks. CoRR abs/2203.16887 (2022) - 2021
- Xu Wang, Ali Al-Bashabsheh, Chao Zhao, Chung Chan:
Adaptive Label Smoothing for Classifier-based Mutual Information Neural Estimation. ISIT 2021: 1035-1040 - Valence Cristiani, Maxime Lecomte, Philippe Maurine:
Revisiting Mutual Information Analysis: Multidimensionality, Neural Estimation and Optimality Proofs. IACR Cryptol. ePrint Arch. 2021: 1518 (2021) - 2020
- Valence Cristiani, Maxime Lecomte, Philippe Maurine:
Leakage Assessment Through Neural Estimation of the Mutual Information. ACNS Workshops 2020: 144-162 - Juiwen Ting, Kumaradevan Punithakumar, Nilanjan Ray:
Multiview 3-D Echocardiography Image Fusion with Mutual Information Neural Estimation. BIBM 2020: 765-771 - Johannes Ackermann, Maximilian Schädler, Christian Blümm:
Convolutional Neural Network Based Blind Estimation of Generalized Mutual Information for Optical Communication. ECOC 2020: 1-4 - Steven Kleinegesse, Michael U. Gutmann:
Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation. ICML 2020: 5316-5326 - Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder:
Neural Mutual Information Estimation for Channel Coding: State-of-the-Art Estimators, Analysis, and Performance Comparison. SPAWC 2020: 1-5 - Steven Kleinegesse, Michael U. Gutmann:
Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation. CoRR abs/2002.08129 (2020) - Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder:
Neural Mutual Information Estimation for Channel Coding: State-of-the-Art Estimators, Analysis, and Performance Comparison. CoRR abs/2006.16015 (2020) - Kwanghee Choi, Siyeong Lee:
Regularized Mutual Information Neural Estimation. CoRR abs/2011.07932 (2020)
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