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

Self-Supervised Learning with Kernel Dependence Maximization NIPS 2021
Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective ICCV 2021
Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation ICCV 2021
Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering ICCV 2021
A Mutual Information Regularization for Adversarial Training ACML 2021
Understanding Partial Multi-Label Learning via Mutual Information NIPS 2021
RGB-D Saliency Detection via Cascaded Mutual Information Minimization ICCV 2021
Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ACL 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations ACL 2021
Decoding Methods for Neural Narrative Generation ACL 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Unsupervised Hashing with Contrastive Information Bottleneck IJCAI 2021
MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract) AAAI 2021
IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021
Relative Variational Intrinsic Control AAAI 2021
Active Feature Selection for the Mutual Information Criterion AAAI 2021
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space NIPS 2021
Estimating the Unique Information of Continuous Variables NIPS 2021
PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes COLT 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information ICML 2021
Contrastive Multimodal Fusion With TupleInfoNCE ICCV 2021
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization AAAI 2021
Distribution Matching for Rationalization AAAI 2021