information bottleneck

RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NeurIPS 2024 REMEDI: Corrective Transformations for Improved Neural Entropy Estimation ICML 2024 Representation Learning with Conditional Information Flow Maximization ACL 2024 RMIB: Representation Matching Information Bottleneck for Matching Text Representations ICML 2024 Self-supervised Weighted Information Bottleneck for Multi-view Clustering IJCAI 2024 TimeX++: Learning Time-Series Explanations with Information Bottleneck ICML 2024 Transformers need glasses! Information over-squashing in language tasks NeurIPS 2024 Understanding and Leveraging the Learning Phases of Neural Networks AAAI 2024 Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach ICML 2024 Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023 Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle ICCV 2023 Combating Bilateral Edge Noise for Robust Link Prediction NeurIPS 2023 Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023 Deep Graph Structural Infomax AAAI 2023 Effective and Efficient Structural Inference with Reservoir Computing ICML 2023 Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck CVPR 2023 Enlarging Instance-Specific and Class-Specific Information for Open-Set Action Recognition CVPR 2023 Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective ICCV 2023 Explanation Regeneration via Information Bottleneck ACL 2023 GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech Interspeech 2023 How Does Information Bottleneck Help Deep Learning? ICML 2023 Improving Adversarial Robustness via Information Bottleneck Distillation NeurIPS 2023 InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023 Interpretable Geometric Deep Learning via Learnable Randomness Injection ICLR 2023 Interpretable Prototype-based Graph Information Bottleneck NeurIPS 2023