information bottleneck

Label Information Bottleneck for Label Enhancement CVPR 2023 Learning Robust Representations with Information Bottleneck and Memory Network for RGB-D-based Gesture Recognition ICCV 2023 Learning to Abstract with Nonparametric Variational Information Bottleneck EMNLP 2023 Local Intrinsic Dimensional Entropy AAAI 2023 Minimum Description Length and Generalization Guarantees for Representation Learning NeurIPS 2023 Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023 Recognizable Information Bottleneck IJCAI 2023 Representation Disparity-aware Distillation for 3D Object Detection ICCV 2023 Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023 RevUp: Revise and Update Information Bottleneck for Event Representation EACL 2023 SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text CVPR 2023 SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023 Span-based Named Entity Recognition by Generating and Compressing Information EACL 2023 Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck AISTATS 2023 Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023 TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery NeurIPS 2023 Text Representation Distillation via Information Bottleneck Principle EMNLP 2023 The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023 VIBE: Topic-Driven Temporal Adaptation for Twitter Classification EMNLP 2023 Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution NeurIPS 2023 A Differential Entropy Estimator for Training Neural Networks ICML 2022 Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Contrastive Graph Structure Learning via Information Bottleneck for Recommendation NeurIPS 2022 DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck ICML 2022