Deep Learning › Techniques ›

Attention Mechanism

117 directly classified papers

Papers per year

Papers

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

BARET: Balanced Attention Based Real Image Editing Driven by Target-Text Inversion AAAI 2024

Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions EMNLP 2024

EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks AAAI 2024

From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024

Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NIPS 2024

Bridging the Divide: Reconsidering Softmax and Linear Attention NIPS 2024

KeyPoint Relative Position Encoding for Face Recognition CVPR 2024

Mean-Shift Feature Transformer CVPR 2024

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024

CAMixerSR: Only Details Need More "Attention" CVPR 2024

Mitigating Object Hallucination via Concentric Causal Attention NIPS 2024

Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering NIPS 2024

Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers CVPR 2023

How Can Objects Help Action Recognition? CVPR 2023

Improving Span Representation by Efficient Span-Level Attention EMNLP 2023

Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention EMNLP 2023

Devil's on the Edges: Selective Quad Attention for Scene Graph Generation CVPR 2023

Self-Supervised Implicit Glyph Attention for Text Recognition CVPR 2023

HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023

Sequential Integrated Gradients: a simple but effective method for explaining language models ACL 2023

Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ACL 2023

Finding the Pillars of Strength for Multi-Head Attention ACL 2023

Interpreting Positional Information in Perspective of Word Order ACL 2023

Graph Ordering Attention Networks AAAI 2023