information bottleneck

224 papers

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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

A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024

Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis AAAI 2024

InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment COLING 2024

Efficient Multitask Dense Predictor via Binarization CVPR 2024

Extremely Weakly-supervised Text Classification with Wordsets Mining and Sync-Denoising NAACL 2024

Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection AAAI 2024

Cognitive Information Bottleneck: Extracting Minimal Sufficient Cognitive Language Processing Signals COLING 2024

Understanding and Leveraging the Learning Phases of Neural Networks AAAI 2024

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024

Self-supervised Weighted Information Bottleneck for Multi-view Clustering IJCAI 2024

Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition ACL 2024

Privacy PORCUPINE: Anonymization of Speaker Attributes Using Occurrence Normalization for Space-Filling Vector Quantization INTERSPEECH 2024

Learning Real-World Image De-weathering with Imperfect Supervision AAAI 2024

Enhancing Explainable Rating Prediction through Annotated Macro Concepts ACL 2024

RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NIPS 2024

Representation Learning with Conditional Information Flow Maximization ACL 2024

Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024

Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024

Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024

Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement NIPS 2024

Protecting Your LLMs with Information Bottleneck NIPS 2024

Learning to Maximize Mutual Information for Chain-of-Thought Distillation ACL 2024

Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024

On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving CVPR 2024

CIFD: Controlled Information Flow to Enhance Knowledge Distillation NIPS 2024