mutual information

What Makes for Good Views for Contrastive Learning? NeurIPS 2020 Adaptive Estimators Show Information Compression in Deep Neural Networks ICLR 2019 A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes AISTATS 2019 Auto-Encoding Total Correlation Explanation AISTATS 2019 Automated Model Selection with Bayesian Quadrature ICML 2019 Avoiding Latent Variable Collapse with Generative Skip Models AISTATS 2019 AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations ICCV 2019 AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation ICCV 2019 BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning NeurIPS 2019 Categorical Feature Compression via Submodular Optimization ICML 2019 Caveats for information bottleneck in deterministic scenarios ICLR 2019 Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions AAAI 2019 Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization AAAI 2019 Database Alignment with Gaussian Features AISTATS 2019 Deep Graph Infomax ICLR 2019 Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019 Efficient Bayesian Experimental Design for Implicit Models AISTATS 2019 EMI: Exploration with Mutual Information ICML 2019 End-to-End Automatic Speech Recognition with a Reconstruction Criterion Using Speech-to-Text and Text-to-Speech Encoder-Decoders Interspeech 2019 Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation EMNLP 2019 Estimating Information Flow in Deep Neural Networks ICML 2019 Exact Rate-Distortion in Autoencoders via Echo Noise NeurIPS 2019 Game Design for Eliciting Distinguishable Behavior NeurIPS 2019 GNNExplainer: Generating Explanations for Graph Neural Networks NeurIPS 2019 High-Throughput Computation of Shannon Mutual Information on Chip RSS 2019