Attention Mechanism

AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation CVPR 2026 Adaptive Capacity Autoregressive Visual Tracking CVPR 2026 A Geometric Algebra-Informed 3DGS Framework for Wireless Channel Prediction CVPR 2026 ART: Attention Replacement Technique to Improve Factuality in LLMs ACL 2026 Attention as Selector: Unlocking VLM Attention for Long Document Page Retrieval ACL 2026 Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer CVPR 2026 Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation ACL 2026 Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ACL 2026 BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection ACL 2026 BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers CVPR 2026 CaliTex: Geometry-Calibrated Attention for View-Coherent 3D Texture Generation CVPR 2026 CARE-Edit: Condition-Aware Routing of Experts for Contextual Image Editing CVPR 2026 Characterizing the Expressivity of Local Attention in Transformers ACL 2026 Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers CVPR 2026 Co-Me: Confidence Guided Token Merging for Visual Geometric Transformers CVPR 2026 Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis MIDL 2026 Convolutional Neural Networks Driven by Content Similarity CVPR 2026 Correspondence-Attention Alignment for Multi-View Diffusion Models CVPR 2026 DeAR: Fine-Grained VLM Adaptation by Decomposing Attention Head Roles CVPR 2026 Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals ACL 2026 Drift-Resilient Temporal Priors for Visual Tracking CVPR 2026 EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems ACL 2026 Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models ACL 2026 Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ACL 2026 Exploring Attention Attractors in Large Language Models ACL 2026