information bottleneck

Parameterized Rate-Distortion Stochastic Encoder ICML 2020 Phase Transitions for the Information Bottleneck in Representation Learning ICLR 2020 Restricting the Flow: Information Bottlenecks for Attribution ICLR 2020 Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract) IJCAI 2020 The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget ICLR 2020 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NeurIPS 2020 Unsupervised Speech Decomposition via Triple Information Bottleneck ICML 2020 Adaptive Estimators Show Information Compression in Deep Neural Networks ICLR 2019 BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP 2019 Caveats for information bottleneck in deterministic scenarios ICLR 2019 Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty ICML 2019 Disentangled Relational Representations for Explaining and Learning from Demonstration CoRL 2019 Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck NeurIPS 2019 InfoBot: Transfer and Exploration via the Information Bottleneck ICLR 2019 Information asymmetry in KL-regularized RL ICLR 2019 Information Competing Process for Learning Diversified Representations NeurIPS 2019 Learnability for the Information Bottleneck UAI 2019 Significance-Aware Information Bottleneck for Domain Adaptive Semantic Segmentation ICCV 2019 Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019 State Abstraction as Compression in Apprenticeship Learning AAAI 2019 Towards a Deep and Unified Understanding of Deep Neural Models in NLP ICML 2019 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018 Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018 Information Bottleneck Based Percussion Instrument Diarization System for Taniavartanam Segments of Carnatic Music Concerts Interspeech 2018