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attention mechanism

4,173 papers

AM ATTENTION

Papers

Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025 Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning ICLR 2025 Transformer Learns Optimal Variable Selection in Group-Sparse Classification ICLR 2025 Transformers are Universal In-context Learners ICLR 2025 Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow ICLR 2025 Ultra-High-Definition Dynamic Multi-Exposure Image Fusion via Infinite Pixel Learning AAAI 2025 Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025 Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025 Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective COLING 2025 UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever ACL 2025 Unique Hard Attention: A Tale of Two Sides ACL 2025 Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models ACL 2025 Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio EMNLP 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement WACV 2025 UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. SemEval 2025 VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention AAAI 2025 VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting AAAI 2025 Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers EMNLP 2025 VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025 VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering COLING 2025 Video Summarization with Large Language Models CVPR 2025 VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling IJCAI 2025 ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025 Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ACL 2025