Attention Mechanism

Rethinking Leveraging Pre-Trained Multi-Layer Representations for Speaker Verification Interspeech 2025 Selective Attention Improves Transformer ICLR 2025 Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025 TdAttenMix: Top-Down Attention Guided Mixup AAAI 2025 Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025 Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism Interspeech 2025 TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025 UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. SemEval 2025 Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024 BARET: Balanced Attention Based Real Image Editing Driven by Target-Text Inversion AAAI 2024 Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy AAAI 2024 Bridging the Divide: Reconsidering Softmax and Linear Attention NeurIPS 2024 CAMixerSR: Only Details Need More "Attention" CVPR 2024 Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024 EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks AAAI 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024 Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions EMNLP 2024 KeyPoint Relative Position Encoding for Face Recognition CVPR 2024 Mean-Shift Feature Transformer CVPR 2024 Mitigating Object Hallucination via Concentric Causal Attention NeurIPS 2024 Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024 Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion CVPR 2024 SEAVER: Attention Reallocation for Mitigating Distractions in Language Models for Conditional Semantic Textual Similarity Measurement EMNLP 2024 Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality (extended abstract) COLT 2024