activation pattern

Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging AAAI 2026 Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025 Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ACL 2025 Exploratory Analysis of Brainstem fMRI Data During Sustained Phonation Interspeech 2025 HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025 Jailbreak Defense in LLM via Attention Head Analysis and Selective Intervention ACML 2025 Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning ICML 2025 Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal LLMs for Interpretability and Efficiency EMNLP 2025 Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens EMNLP 2025 Activation-Descent Regularization for Input Optimization of ReLU Networks ICML 2024 SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS ICLR 2024 Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024 Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns CVPR 2023 On Explaining Neural Network Robustness with Activation Path ICLR 2023 A Combinatorial Perspective on the Optimization of Shallow ReLU Networks NeurIPS 2022 Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks NeurIPS 2022 Measures of Information Reflect Memorization Patterns NeurIPS 2022 Mediators in Determining what Processing BERT Performs First NAACL 2021 DNNs as Layers of Cooperating Classifiers AAAI 2020 Empirical Bounds on Linear Regions of Deep Rectifier Networks AAAI 2020 Identifying Learning Rules From Neural Network Observables NeurIPS 2020 Deep ReLU Networks Have Surprisingly Few Activation Patterns NeurIPS 2019 Similarity-Preserving Knowledge Distillation ICCV 2019 Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model EMNLP 2018 Identifying graph-structured activation patterns in networks NeurIPS 2010