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feature interaction

116 papers

Papers

CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking AAAI 2026 DPDV: Dual-Pathway and Dual-View Representation Learning for Bridging Information Asymmetry in Text-Video Retrieval ACL 2026 H-Sets: Hessian-Guided Discovery of Set-Level Feature Interactions in Image Classifiers CVPR 2026 Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering AAAI 2026 MultiTab: A Scalable Foundation for Multitask Learning on Tabular Data AAAI 2026 SPSC: Sparse and Scalable Multi-Modal 3D Occupancy Prediction for Autonomous Driving AAAI 2026 Cross-modulated Attention Transformer for RGBT Tracking AAAI 2025 Disentangling Interactions and Dependencies in Feature Attributions AISTATS 2025 Monitoring Primitive Interactions During the Training of DNNs AAAI 2025 Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models EMNLP 2025 One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025 SPEX: Scaling Feature Interaction Explanations for LLMs ICML 2025 Using Shapley interactions to understand how models use structure ACL 2025 Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning AAAI 2024 AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data AAAI 2024 Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024 Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check EMNLP 2024 CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem AAAI 2024 Decomposing Global Feature Effects Based on Feature Interactions JMLR 2024 Infinite-Dimensional Feature Interaction NeurIPS 2024 KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions ICML 2024 Learning to Understand: Identifying Interactions via the Möbius Transform NeurIPS 2024 Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024 Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024 Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering AAAI 2024