mutual information

Learning Invariant Representations using Inverse Contrastive Loss AAAI 2021 Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ICCV 2021 Learning Smooth and Fair Representations AISTATS 2021 Learning To Diversify for Single Domain Generalization ICCV 2021 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021 Looking Wider for Better Adaptive Representation in Few-Shot Learning AAAI 2021 Making a (Counterfactual) Difference One Rationale at a Time NeurIPS 2021 MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract) AAAI 2021 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021 Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering ICCV 2021 MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization WACV 2021 Mutual Information Enhanced Training for Speaker Embedding Interspeech 2021 Mutual Information Maximization on Disentangled Representations for Differential Morph Detection WACV 2021 Mutual Information State Intrinsic Control ICLR 2021 Neural Approximate Sufficient Statistics for Implicit Models ICLR 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021 PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes COLT 2021 Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning ICML 2021 Rate-Regularization and Generalization in Variational Autoencoders AISTATS 2021 Realistic evaluation of transductive few-shot learning NeurIPS 2021 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021 Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021 Relationships Between Perceptual Distinctiveness, Articulatory Complexity and Functional Load in Speech Communication Interspeech 2021 Relative Variational Intrinsic Control AAAI 2021 Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space NeurIPS 2021