self-attention mechanism

Convolutional Neural Networks Driven by Content Similarity CVPR 2026 DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures EACL 2026 EI-Part:Explode for Completion and Implode for Refinement CVPR 2026 Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting? ACL 2026 ITPP: Learning Disentangled Event Dynamics in Marked Temporal Point Processes AAAI 2026 Reflection Separation from a Single Image via Joint Latent Diffusion CVPR 2026 SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026 Self-Attention Driven Tensor Representation for High-Order Data Recovery CVPR 2026 SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition AAAI 2026 Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation CVPR 2026 TacticalCalib: End-to-End 6-DoF Camera Pose Regression for Tactical Camera Calibration WACV 2026 Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 2026 Token-Wise Kernels (TWiKers) for Vicinity-Aware Attention in Transformers EACL 2026 UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection CVPR 2026 UNUM: A New Framework for Network Control NSDI 2026 Vision Transformers Are Circulant Attention Learners AAAI 2026 VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer CVPR 2026 Why "Classic" Transformers Are Shallow and A Depth-Enabling Technique JMLR 2026 A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention WACV 2025 All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens EMNLP 2025 Always Skip Attention ICCV 2025 AM-Adapter: Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis in-the-Wild ICCV 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization ICML 2025 A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny ACL 2025 ARXSA: A General Negative Feedback Control Theory in Vision-Language Models EMNLP 2025