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

Categorical Feature Compression via Submodular Optimization ICML 2019
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning NIPS 2019
Learning Not to Learn: Training Deep Neural Networks With Biased Data CVPR 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019
Meaning to Form: Measuring Systematicity as Information ACL 2019
Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces AAAI 2019
Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization AAAI 2019
Kernelized Hashcode Representations for Relation Extraction AAAI 2019
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions AAAI 2019
On Variational Bounds of Mutual Information ICML 2019
Latent Variable Model for Multi-modal Translation ACL 2019
MIC: Mining Interclass Characteristics for Improved Metric Learning ICCV 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing EMNLP 2019
AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation ICCV 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019
Auto-Encoding Total Correlation Explanation AISTATS 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation IJCNLP 2019
Learning Compact Models for Planning with Exogenous Processes CORL 2019
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates NIPS 2019
Practical and Consistent Estimation of f-Divergences NIPS 2019
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis NIPS 2019
Implicit Deep Latent Variable Models for Text Generation IJCNLP 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019