fisher information

Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025 Sampling-based System Identification with Active Exploration for Legged Sim2Real Learning CoRL 2025 Sharp Optimality of Simple, Plug-in Estimation of the Fisher Information of a Smoothed Density ICML 2025 Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025 TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning ICCV 2025 Categorical Flow Matching on Statistical Manifolds NeurIPS 2024 Disentangling and mitigating the impact of task similarity for continual learning NeurIPS 2024 Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024 Fast Machine Unlearning without Retraining through Selective Synaptic Dampening AAAI 2024 FedFisher: Leveraging Fisher Information for One-Shot Federated Learning AISTATS 2024 Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024 Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024 Fisher Mask Nodes for Language Model Merging COLING 2024 Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024 FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024 Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024 Learning Multi-Task Sparse Representation Based on Fisher Information AAAI 2024 Model Inversion Robustness: Can Transfer Learning Help? CVPR 2024 Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning NeurIPS 2024 Perceptual Scales Predicted by Fisher Information Metrics ICLR 2024 Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024 Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information NeurIPS 2024 SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning ICLR 2024 Adversarial robustness of amortized Bayesian inference ICML 2023 Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information NeurIPS 2023