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Attention

101 directly classified papers

Papers per year

Papers

Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025

Unique Hard Attention: A Tale of Two Sides ACL 2025

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025

Less Is More: Token Context-Aware Learning for Object Tracking AAAI 2025

Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025

Investigating Psychometric Predictive Power of Syntactic Attention ACL 2025

Detective Networks: Enhancing Disaster Recognition in Images Through Attention Shifting using Optimal Masking WACV 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

Knowledge-Aware Explainable Reciprocal Recommendation AAAI 2024

Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024

AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing AAAI 2024

SEAVER: Attention Reallocation for Mitigating Distractions in Language Models for Conditional Semantic Textual Similarity Measurement EMNLP 2024

FaceCoresetNet: Differentiable Coresets for Face Set Recognition AAAI 2024

Recurrent Alignment with Hard Attention for Hierarchical Text Rating EMNLP 2024

How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning EMNLP 2024

Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention EMNLP 2024

Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024

MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NIPS 2024

Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023

A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling AAAI 2023

Semantics-Aware Dynamic Localization and Refinement for Referring Image Segmentation AAAI 2023

Interpreting Positional Information in Perspective of Word Order ACL 2023

Semi-attention Partition for Occluded Person Re-identification AAAI 2023

Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild AAAI 2023