information bottleneck

Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck NeurIPS 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction SemEval 2021 Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration ICLR 2021 Dynamic Bottleneck for Robust Self-Supervised Exploration NeurIPS 2021 EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle EMNLP 2021 EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021 Fair Representations by Compression AAAI 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021 Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information NeurIPS 2021 Heterogeneous Graph Information Bottleneck IJCAI 2021 How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021 InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021 InfoGCL: Information-Aware Graph Contrastive Learning NeurIPS 2021 Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021 Information Bottleneck Disentanglement for Identity Swapping CVPR 2021 Information theoretic meta learning with Gaussian processes UAI 2021 Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization NeurIPS 2021 Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021 Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck NeurIPS 2021 Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NeurIPS 2021 Leveraging Information Bottleneck for Scientific Document Summarization EMNLP 2021 Multi-View Information-Bottleneck Representation Learning AAAI 2021 Perturbation Theory for the Information Bottleneck NeurIPS 2021 Rapid Exploration for Open-World Navigation with Latent Goal Models CoRL 2021