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fisher information matrix

66 papers

FIM

Papers

Anatomical Domain Shifts: Test-time Heterogeneous Adaptation for 3D Human Pose Prediction CVPR 2026 Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics ACL 2026 Elastic Weight Consolidation Done Right for Continual Learning CVPR 2026 Instance-optimal high-precision shadow tomography with few-copy measurements: A metrological approach COLT 2026 Variance Estimation and Selecting Good Estimands for Causal Effect Queries UAI 2026 Active Learning for Continual Learning: Keeping the Past Alive in the Present ICLR 2025 Delta Decompression for MoE-based LLMs Compression ICML 2025 DIDS: Domain Impact-aware Data Sampling for Large Language Model Training EMNLP 2025 Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference ICML 2025 Discriminating image representations with principal distortions ICLR 2025 FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation CVPR 2025 Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator ICML 2025 FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain ICML 2025 FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation CVPR 2025 Graceful Forgetting in Generative Language Models EMNLP 2025 Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025 Online Curvature-Aware Replay: Leveraging $\mathbf2^nd$ Order Information for Online Continual Learning ICML 2025 A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks NeurIPS 2024 An Improved Empirical Fisher Approximation for Natural Gradient Descent NeurIPS 2024 Conditions for parameter unidentifiability of linear ARX systems for enhancing security L4DC 2024 Improving Computational Complexity in Statistical Models with Local Curvature Information ICML 2024 One-Shot Machine Unlearning with Mnemonic Code ACML 2024 RRL: Recommendation Reverse Learning AAAI 2024 Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information NeurIPS 2024 Trade-Offs of Diagonal Fisher Information Matrix Estimators NeurIPS 2024