Methods › General › Active Learning › EWC

Elastic Weight Consolidation

EWC

73 papers tagged archive 2025-07-28

Introduced by James Kirkpatrick et al. in Overcoming catastrophic forgetting in neural networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 73, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Overcoming catastrophic forgetting in neural networks
  14 Jul 2025 · 0 repositories · arXiv:2507.10485
• Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence
  26 May 2025 · 0 repositories · arXiv:2505.20216
• Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2
  9 May 2025 · 0 repositories · arXiv:2505.05946
• Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual Learning
  26 Mar 2025 · 1 repository · arXiv:2503.20326
• Continual Learning With Quasi-Newton Methods
  25 Mar 2025 · 0 repositories · arXiv:2503.19939
• SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models
  25 Feb 2025 · 0 repositories · arXiv:2502.18168
• On the Computation of the Fisher Information in Continual Learning
  17 Feb 2025 · 1 repository · arXiv:2502.11756
• CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning
  19 Jan 2025 · 1 repository · arXiv:2501.11140
• Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation
  9 Jan 2025 · 0 repositories · arXiv:2501.05264
• Digital-Analog Transmission based Emergency Semantic Communications
  3 Jan 2025 · 0 repositories · arXiv:2501.01616
• ImageNet-RIB Benchmark: Large Pre-Training Datasets Don't Guarantee Robustness after Fine-Tuning
  28 Oct 2024 · 0 repositories · arXiv:2410.21582
• Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations
  30 Sep 2024 · 0 repositories · arXiv:2409.20469
• Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion
  19 Aug 2024 · 0 repositories · arXiv:2408.09838
• The Nah Bandit: Modeling User Non-compliance in Recommendation Systems
  15 Aug 2024 · 0 repositories · arXiv:2408.07897
• Robust Active Learning (RoAL): Countering Dynamic Adversaries in Active Learning with Elastic Weight Consolidation
  14 Aug 2024 · 0 repositories · arXiv:2408.07364
• Resource Allocation for 5G-UAV Based Emergency Wireless Communications
  24 Jul 2024 · 0 repositories · arXiv:2407.17094
• Learn and Don't Forget: Adding a New Language to ASR Foundation Models
  9 Jul 2024 · 0 repositories · arXiv:2407.06800
• Characterizing Continual Learning Scenarios and Strategies for Audio Analysis
  29 Jun 2024 · 0 repositories · arXiv:2407.00465
• Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models
  13 Jun 2024 · 0 repositories · arXiv:2406.09384
• On the Consistency of Kernel Methods with Dependent Observations
  10 Jun 2024 · 0 repositories · arXiv:2406.06101
• iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets
  3 Jun 2024 · 0 repositories · arXiv:2406.01646
• Expert with Clustering: Hierarchical Online Preference Learning Framework
  26 Jan 2024 · 0 repositories · arXiv:2401.15062
• CEL: A Continual Learning Model for Disease Outbreak Prediction by Leveraging Domain Adaptation via Elastic Weight Consolidation
  17 Jan 2024 · 1 repository · arXiv:2401.08940
• RTRA: Rapid Training of Regularization-based Approaches in Continual Learning
  14 Dec 2023 · 0 repositories · arXiv:2312.09361
• Keep Moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks
  7 Oct 2023 · 1 repository · arXiv:2310.04741
• A Continual Learning Approach for Cross-Domain White Blood Cell Classification
  24 Aug 2023 · 0 repositories · arXiv:2308.12679
• Self-paced Weight Consolidation for Continual Learning
  20 Jul 2023 · 0 repositories · arXiv:2307.10845
• Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition
  20 Feb 2023 · 0 repositories · arXiv:2302.09723
• Artificial Neuronal Ensembles with Learned Context Dependent Gating
  17 Jan 2023 · 1 repository · arXiv:2301.07187
• Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach
  2 Nov 2022 · 0 repositories · arXiv:2211.01413

Tasks archive 2025-07-28

20 shown of 85 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections