Browse State-of-the-Art › Continual Learning › Papers, page 16
Continual Learning
Papers archive 2025-07-28
archive papers tagged: 2,644 · with a code link: 1,142 · where Syntology ran a sample: 337 (288 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (337 of 2,644 tagged: 288 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument)
Page 16 of 27: papers 1,501 to 1,600 of 2,644, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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A Unified Framework for Continual Learning and Unlearning21 Aug 2024 0 repositories listed
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Overcoming Growth-Induced Forgetting in Task-Agnostic Continual Learning20 Aug 2024 0 repositories listed
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Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype19 Aug 2024 0 repositories listed
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Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion19 Aug 2024 0 repositories listed
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Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models16 Aug 2024 0 repositories listed
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TACOS: Task Agnostic Continual Learning in Spiking Neural Networks16 Aug 2024 0 repositories listed
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Continual Learning of Nonlinear Independent Representations11 Aug 2024 0 repositories listed
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SRTFD: Scalable Real-Time Fault Diagnosis through Online Continual Learning11 Aug 2024 0 repositories listed
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The Need for a Big World Simulator: A Scientific Challenge for Continual Learning6 Aug 2024 0 repositories listed
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Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion4 Aug 2024 0 repositories listed
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VIPeR: Visual Incremental Place Recognition with Adaptive Mining and Continual Learning31 Jul 2024 0 repositories listed
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PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning31 Jul 2024 0 repositories listed
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Distribution-Aware Replay for Continual MRI Segmentation30 Jul 2024 0 repositories listed
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An Effective Dynamic Gradient Calibration Method for Continual Learning30 Jul 2024 0 repositories listed
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Constructing Enhanced Mutual Information for Online Class-Incremental Learning26 Jul 2024 0 repositories listed
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Continual Learning with Hebbian Plasticity in Sparse and Predictive Coding Networks: A Survey and Perspective24 Jul 2024 0 repositories listed
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Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective24 Jul 2024 0 repositories listed
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Local vs Global continual learning23 Jul 2024 0 repositories listed
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A Life-long Learning Intrusion Detection System for 6G-Enabled IoV22 Jul 2024 0 repositories listed
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Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms21 Jul 2024 0 repositories listed
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Continual Distillation Learning: Knowledge Distillation in Prompt-based Continual Learning18 Jul 2024 0 repositories listed
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Learn to Memorize and to Forget: A Continual Learning Perspective of Dynamic SLAM18 Jul 2024 0 repositories listed
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An Evaluation of Continual Learning for Advanced Node Semiconductor Defect Inspection17 Jul 2024 0 repositories listed
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Continual Learning for Adaptable Car-Following in Dynamic Traffic Environments17 Jul 2024 0 repositories listed
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Continual Learning for Temporal-Sensitive Question Answering17 Jul 2024 0 repositories listed
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ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning17 Jul 2024 0 repositories listed
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FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification17 Jul 2024 0 repositories listed
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Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks15 Jul 2024 0 repositories listed
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DDFAD: Dataset Distillation Framework for Audio Data15 Jul 2024 0 repositories listed
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Efficient Continual Learning with Low Memory Footprint For Edge Device15 Jul 2024 0 repositories listed
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Advancing Continual Learning for Robust Deepfake Audio Classification14 Jul 2024 0 repositories listed
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Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning14 Jul 2024 0 repositories listed
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Order parameters and phase transitions of continual learning in deep neural networks14 Jul 2024 0 repositories listed
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Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach12 Jul 2024 0 repositories listed
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CLEO: Continual Learning of Evolving Ontologies11 Jul 2024 0 repositories listed
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Continually Learn to Map Visual Concepts to Large Language Models in Resource-constrained Environments11 Jul 2024 0 repositories listed
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How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning10 Jul 2024 0 repositories listed
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Certified Continual Learning for Neural Network Regression9 Jul 2024 0 repositories listed
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Neuromimetic metaplasticity for adaptive continual learning9 Jul 2024 0 repositories listed
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The Solution for the sequential task continual learning track of the 2nd Greater Bay Area International Algorithm Competition6 Jul 2024 0 repositories listed
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Enhancing learning in spiking neural networks through neuronal heterogeneity and neuromodulatory signaling5 Jul 2024 0 repositories listed
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Where's That Voice Coming? Continual Learning for Sound Source Localization4 Jul 2024 0 repositories listed
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Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems4 Jul 2024 0 repositories listed
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UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection4 Jul 2024 0 repositories listed
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Normalization and effective learning rates in reinforcement learning1 Jul 2024 0 repositories listed
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PCAPVision: PCAP-Based High-Velocity and Large-Volume Network Failure Detection1 Jul 2024 0 repositories listed
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Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning1 Jul 2024 0 repositories listed
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BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization30 Jun 2024 0 repositories listed
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Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations30 Jun 2024 0 repositories listed
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Characterizing Continual Learning Scenarios and Strategies for Audio Analysis29 Jun 2024 0 repositories listed
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Attack On Prompt: Backdoor Attack in Prompt-Based Continual Learning28 Jun 2024 0 repositories listed
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The impact of model size on catastrophic forgetting in Online Continual Learning28 Jun 2024 0 repositories listed
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Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction27 Jun 2024 0 repositories listed
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Learn it or Leave it: Module Composition and Pruning for Continual Learning26 Jun 2024 0 repositories listed
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Forget but Recall: Incremental Latent Rectification in Continual Learning25 Jun 2024 0 repositories listed
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Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning25 Jun 2024 0 repositories listed
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Theory on Mixture-of-Experts in Continual Learning24 Jun 2024 0 repositories listed
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Continual Learning with Diffusion-based Generative Replay for Industrial Streaming Data22 Jun 2024 0 repositories listed
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VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought20 Jun 2024 0 repositories listed
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Controlling Forgetting with Test-Time Data in Continual Learning19 Jun 2024 0 repositories listed
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Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation19 Jun 2024 0 repositories listed
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PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval18 Jun 2024 0 repositories listed
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CM2-Net: Continual Cross-Modal Mapping Network for Driver Action Recognition17 Jun 2024 0 repositories listed
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Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity17 Jun 2024 0 repositories listed
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Forgetting Order of Continual Learning: Examples That are Learned First are Forgotten Last14 Jun 2024 0 repositories listed
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Data-dependent and Oracle Bounds on Forgetting in Continual Learning13 Jun 2024 0 repositories listed
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Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models13 Jun 2024 0 repositories listed
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Continuous fake media detection: adapting deepfake detectors to new generative techniques12 Jun 2024 0 repositories listed
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Diffusion Soup: Model Merging for Text-to-Image Diffusion Models12 Jun 2024 0 repositories listed
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A Parameter-efficient Language Extension Framework for Multilingual ASR10 Jun 2024 0 repositories listed
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A Statistical Theory of Regularization-Based Continual Learning10 Jun 2024 0 repositories listed
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Learning Continually by Spectral Regularization10 Jun 2024 0 repositories listed
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Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing8 Jun 2024 0 repositories listed
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Lifelong Learning of Video Diffusion Models From a Single Video Stream7 Jun 2024 0 repositories listed
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REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning7 Jun 2024 0 repositories listed
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The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks7 Jun 2024 0 repositories listed
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Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need5 Jun 2024 0 repositories listed
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Continual Traffic Forecasting via Mixture of Experts5 Jun 2024 0 repositories listed
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Parameterizing Federated Continual Learning for Reproducible Research4 Jun 2024 0 repositories listed
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Federated Class-Incremental Learning with Hierarchical Generative Prototypes4 Jun 2024 0 repositories listed
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An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints3 Jun 2024 0 repositories listed
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Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distribution3 Jun 2024 0 repositories listed
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iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets3 Jun 2024 0 repositories listed
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Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond29 May 2024 0 repositories listed
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Forward-Backward Knowledge Distillation for Continual Clustering29 May 2024 0 repositories listed
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Provable Contrastive Continual Learning29 May 2024 0 repositories listed
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Recent Advances of Foundation Language Models-based Continual Learning: A Survey28 May 2024 0 repositories listed
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Theories of synaptic memory consolidation and intelligent plasticity for continual learning27 May 2024 0 repositories listed
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Understanding Forgetting in Continual Learning with Linear Regression27 May 2024 0 repositories listed
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Adaptive Retention & Correction: Test-Time Training for Continual Learning23 May 2024 0 repositories listed
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ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks23 May 2024 0 repositories listed
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Distributed Continual Learning23 May 2024 0 repositories listed
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23 May 2024 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Gradient Projection For Continual Parameter-Efficient Tuning22 May 2024 0 repositories listed
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Continual Deep Reinforcement Learning for Decentralized Satellite Routing20 May 2024 0 repositories listed
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FeTT: Continual Class Incremental Learning via Feature Transformation Tuning20 May 2024 0 repositories listed
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Preparing for Black Swans: The Antifragility Imperative for Machine Learning18 May 2024 0 repositories listed
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Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning17 May 2024 0 repositories listed
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Beyond Traditional Single Object Tracking: A Survey16 May 2024 0 repositories listed
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Densely Distilling Cumulative Knowledge for Continual Learning16 May 2024 0 repositories listed
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.