Attention

Balancing Knowledge Updates: Toward Unified Modular Editing in LLMs ACML 2025 BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention Interspeech 2025 Detective Networks: Enhancing Disaster Recognition in Images Through Attention Shifting using Optimal Masking WACV 2025 Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling IJCAI 2025 FlightPatchNet: Multi-Scale Patch Network with Differential Coding for Short-Term Flight Trajectory Prediction UAI 2025 GTAnet: Geometry-Guided Temporal Attention for EEG-Based Sound Source Tracking in Cocktail Party Scenarios Interspeech 2025 Improving brain disorder diagnosis with advanced brain function representation and Kolmogorov-Arnold Networks MIDL 2025 Jailbreak Defense in LLM via Attention Head Analysis and Selective Intervention ACML 2025 LASPA: Language Agnostic Speaker Disentanglement with Prefix-Tuned Cross-Attention Interspeech 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Less Is More: Token Context-Aware Learning for Object Tracking AAAI 2025 LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions ICLR 2025 Memorization in Attention-only Transformers AISTATS 2025 Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning ICLR 2025 Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning Interspeech 2025 Multichannel Keyword Spotting for Noisy Conditions Interspeech 2025 Round Attention: A Novel Round-Level Attention Mechanism to Accelerate LLM Inference ACML 2025 Selective Auditory Attention Decoding in Naturalistic Conversations Using EEG-Based Speech Envelope Tracking in Multi-Speaker Environments Interspeech 2025 SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025 Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CoNLL 2025 SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis IJCAI 2025 Unique Hard Attention: A Tale of Two Sides ACL 2025 AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing AAAI 2024 A Single-Stage Multi-Style License Plate Recognition Method Based on Attention ACML 2024 Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024