Attention

Multi-speaker Attention Alignment for Multimodal Social Interaction CVPR 2026 MV-RoMa: From Pairwise Matching into Multi-View Track Reconstruction CVPR 2026 Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models ACL 2026 Personalized Image Descriptions from Attention Sequences CVPR 2026 Polarization State Tracing for Reflection Removal and Color-Consistent Reconstruction CVPR 2026 Rethinking Occlusion Modeling for UAV Tracking CVPR 2026 RHCNet: Residual-Guided Hierarchical Calibration Network for Robust Underwater Object Detection CVPR 2026 RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference ACL 2026 S$^2$-MLLM: Boosting Spatial Reasoning Capability of MLLMs for 3D Visual Grounding with Structural Guidance CVPR 2026 Seeing Conversations: Communication Context Identification in Egocentric Video CVPR 2026 Seeing What Matters: A Training-Free Self-Guided Framework for Multimodal Detail Perception and Reasoning CVPR 2026 SoPE: Spherical Coordinate-Based Positional Embedding for Enhancing Spatial Perception of 3D LVLMs CVPR 2026 Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs ACL 2026 SSA: Improving Performance With a Better Scoring Function ACL 2026 TAR: Token-Aware Refinement for Fine-grained Generalized Category Discovery CVPR 2026 Tell Model Where to Look: Mitigating Hallucinations in MLLMs by Vision-Guided Attention CVPR 2026 Understanding Temporal Logic Consistency in Video-Language Models through Cross-Modal Attention Discriminability CVPR 2026 View-Aware Semantic Alignment for Aerial-Ground Person Re-Identification CVPR 2026 Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering ACL 2026 VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactions CVPR 2026 Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination ACL 2026 Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025 Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025 Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025