mutual information

How Does Information Bottleneck Help Deep Learning? ICML 2023 Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023 ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation AAAI 2023 Improved Training of Deep Text Clustering EMNLP 2023 Improving Adversarial Robustness via Information Bottleneck Distillation NeurIPS 2023 InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion NeurIPS 2023 InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling AAAI 2023 InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models ICML 2023 InfoOT: Information Maximizing Optimal Transport ICML 2023 InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding NeurIPS 2023 Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NeurIPS 2023 Information Plane Analysis for Dropout Neural Networks ICLR 2023 Information theoretic clustering via divergence maximization among clusters UAI 2023 Information Theoretic Lower Bounds for Information Theoretic Upper Bounds NeurIPS 2023 Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023 JacobiNeRF: NeRF Shaping With Mutual Information Gradients CVPR 2023 K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NeurIPS 2023 Learning to Maximize Mutual Information for Dynamic Feature Selection ICML 2023 Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization ALT 2023 Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023 Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023 M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023 Max-Sliced Mutual Information NeurIPS 2023 miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023 MIM4DD: Mutual Information Maximization for Dataset Distillation NeurIPS 2023