conftrace_

mutual information

724 papers

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Also known as

MI

Co-occurring keywords

representation learning (6206) contrastive learning (4032) information theory (491) variational inference (2069) information bottleneck (229) unsupervised learning (3264) self-supervised learning (3777) variational autoencoder (1288) graph neural network (3962) disentangled representation (521)

Papers

A Bayesian Framework for Information-Theoretic Probing EMNLP 2021
Rate-Regularization and Generalization in Variational Autoencoders AISTATS 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities IJCAI 2021
Mutual Information Enhanced Training for Speaker Embedding INTERSPEECH 2021
Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021
Learning To Diversify for Single Domain Generalization ICCV 2021
Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach AISTATS 2021
Layer-wise Model Pruning based on Mutual Information EMNLP 2021
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021
Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation AAAI 2021
Improved Mutual Information Estimation AAAI 2021
Submodular combinatorial information measures with applications in machine learning ALT 2021
Information theoretic meta learning with Gaussian processes UAI 2021
Mutual Information Maximization on Disentangled Representations for Differential Morph Detection WACV 2021
MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization WACV 2021
RankMI: A Mutual Information Maximizing Ranking Loss CVPR 2020
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization EMNLP 2020
Attentive Weights Generation for Few Shot Learning via Information Maximization CVPR 2020
Focus of Attention Improves Information Transfer in Visual Features NIPS 2020
Variational Interaction Information Maximization for Cross-domain Disentanglement NIPS 2020
Predictive Information Accelerates Learning in RL NIPS 2020
Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020
Formal Limitations on the Measurement of Mutual Information AISTATS 2020
Learning Deep Relations to Promote Saliency Detection AAAI 2020