conftrace_

mutual information

724 papers

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Also known as

MI

Co-occurring keywords

representation learning (6206) contrastive learning (4032) information theory (491) variational inference (2069) information bottleneck (229) unsupervised learning (3264) self-supervised learning (3777) variational autoencoder (1288) graph neural network (3962) disentangled representation (521)

Papers

Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization AAAI 2026

Auditing Language Model Unlearning via Information Decomposition EACL 2026

InfoQ: Mixed-Precision Quantization via Global Information Flow AAAI 2026

Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization AAAI 2026

Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment AAAI 2026

InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer AAAI 2026

FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation AAAI 2026

TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space AAAI 2026

An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026

CauVQ: Causal Vector Quantization for Graph OOD Generalization AAAI 2026

Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation AAAI 2026

CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026

Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach AAAI 2026

HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026

Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026

Domain-Aware Multi-View Contrastive Representation Learning for Protein Subcellular Localization Prediction AAAI 2026

Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks AAAI 2026

REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026

rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026

Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning AAAI 2026

Fair Domain Generalization: An Information-Theoretic View AAAI 2026

Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026

Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026

TIM++: Transductive Information Maximization for Few-Shot CLIP AAAI 2026