conftrace_

fisher information

106 papers

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FI

Co-occurring keywords

bayesian inference (1907) neural network (6616) fisher information matrix (46) information theory (491) transfer learning (5449) information geometry (37) continual learning (1181) catastrophic forgetting (958) maximum likelihood (255) neural network optimization (1293)

Papers

Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization ACL 2026
V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026
Unlearning in Cross-Modal Retrieval via Prior-Prototype Guided Partitioned Dampening AAAI 2026
Beyond the Mean: Fisher-Orthogonal Projection for Natural Gradient Descent in Large Batch Training AAAI 2026
Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models ACL 2026
Soft Conflict-Resolution Decision Transformer for Offline Multi-Task Reinforcement Learning AAAI 2026
Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025
Behavior Synthesis via Contact-Aware Fisher Information Maximization RSS 2025
Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection WACV 2025
Partially Blinded Unlearning: Class Unlearning for Deep Networks from Bayesian Perspective AAAI 2025
Dynamic Fisher-weighted Model Merging via Bayesian Optimization NAACL 2025
Multimodal LLM Guided Exploration and Active Mapping using Fisher Information ICCV 2025
Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025
TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning ICCV 2025
Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information NIPS 2024
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning AISTATS 2024
Disentangling and mitigating the impact of task similarity for continual learning NIPS 2024
Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024
Model Inversion Robustness: Can Transfer Learning Help? CVPR 2024
Categorical Flow Matching on Statistical Manifolds NIPS 2024
Fisher Mask Nodes for Language Model Merging COLING 2024