← Keywords

information bottleneck

224 papers

Explore in graph

Also known as

2O-IB AIB MIB GIB IBA SIB IB VIB

Co-occurring keywords

representation learning (6174) mutual information (717) variational inference (2069) graph neural network (3945) self-supervised learning (3751) neural network (6616) adversarial robustness (1335) disentangled representation (516) knowledge distillation (3680) model compression (3283)

Papers

Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness NIPS 2020
Learning Optimal Representations with the Decodable Information Bottleneck NIPS 2020
BiDet: An Efficient Binarized Object Detector CVPR 2020
Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks NIPS 2020
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP 2020
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020
Invariant Representations through Adversarial Forgetting AAAI 2020
Learning Task-Driven Control Policies via Information Bottlenecks RSS 2020
Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020
Inserting Information Bottlenecks for Attribution in Transformers EMNLP 2020
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective ICML 2020
Learning Efficient Multi-agent Communication: An Information Bottleneck Approach ICML 2020
Graph Information Bottleneck NIPS 2020
Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract) IJCAI 2020
Unsupervised Speech Decomposition via Triple Information Bottleneck ICML 2020
Information Competing Process for Learning Diversified Representations NIPS 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck NIPS 2019
Towards a Deep and Unified Understanding of Deep Neural Models in NLP ICML 2019
State Abstraction as Compression in Apprenticeship Learning AAAI 2019
Disentangled Relational Representations for Explaining and Learning from Demonstration CORL 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle IJCNLP 2019
Learnability for the Information Bottleneck UAI 2019
Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty ICML 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck IJCNLP 2019