conftrace_

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724 papers

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MI

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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

InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer AAAI 2026
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026
Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026
Fair Domain Generalization: An Information-Theoretic View AAAI 2026
Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning 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
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation CVPR 2025
Conditional Diffusion Models Based Conditional Independence Testing AAAI 2025
PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025
Morpheme Induction for Emergent Language EMNLP 2025
Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective AAAI 2025
ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025
The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models ACL 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation EMNLP 2025
NATRA: Noise-Agnostic Framework for Trajectory Prediction with Noisy Observations ICCV 2025
Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis IJCAI 2025
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025
Quantifying Semantic Emergence in Language Models ACL 2025
Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025
Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025
Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025
Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025