Other To Compress or Not to Compress-Self-Supervised Learning and Information Theory: A Review. March 28, 2024
Air Traffic Control | Speech Recognition Assessment and analysis of accents in air traffic control speech: a fusion of deep learning and information theory. March 20, 2024
Other Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy. June 28, 2023
Other Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning. May 27, 2023
Artificial Intelligence | Computer Vision An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks. April 20, 2023
Artificial Intelligence | Computer Science | Machine Learning An Information-Theoretic Perspective on Intrinsic Motivation in Reinforcement Learning: A Survey. February 25, 2023
Data Compression | Information Theory | Machine Learning | Statistics Neural Joint Entropy Estimation. September 26, 2022
Biomedical Engineering | Neurology Unsupervised layer-wise feature extraction algorithm for surface electromyography based on information theory. September 2, 2022
Computer Science | Information Theory Evaluating the Learning Procedure of CNNs through a Sequence of Prognostic Tests Utilising Information Theoretical Measures. January 21, 2022
Deep Learning | Predictive Spatiotemporal Analytics (PSTA) Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework. September 2, 2020