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

Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019
Game Design for Eliciting Distinguishable Behavior NIPS 2019
Wasserstein Dependency Measure for Representation Learning NIPS 2019
Information Competing Process for Learning Diversified Representations NIPS 2019
Learning Representations by Maximizing Mutual Information Across Views NIPS 2019
Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation EMNLP 2019
Information Maximizing Visual Question Generation CVPR 2019
Implicit Deep Latent Variable Models for Text Generation EMNLP 2019
EMI: Exploration with Mutual Information ICML 2019
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning ICML 2019
L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise NIPS 2019
GNNExplainer: Generating Explanations for Graph Neural Networks NIPS 2019
Unsupervised State Representation Learning in Atari NIPS 2019
Exact Rate-Distortion in Autoencoders via Echo Noise NIPS 2019
SGD on Neural Networks Learns Functions of Increasing Complexity NIPS 2019
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond NIPS 2019
IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation IJCAI 2019
Inverting Supervised Representations with Autoregressive Neural Density Models AISTATS 2019
Database Alignment with Gaussian Features AISTATS 2019
A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes AISTATS 2019
Structured Disentangled Representations AISTATS 2019
Variational Information Planning for Sequential Decision Making AISTATS 2019
Avoiding Latent Variable Collapse with Generative Skip Models AISTATS 2019
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction NAACL 2019