Browse State-of-the-Art › Continual Learning › Papers, page 17
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 17 of 27: papers 1,601 to 1,700 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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Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System16 May 2024 0 repositories listed
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MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning15 May 2024 0 repositories listed
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Overcoming Domain Drift in Online Continual Learning15 May 2024 0 repositories listed
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SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning15 May 2024 0 repositories listed
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Bridging Neuroscience and AI: Environmental Enrichment as a Model for Forward Knowledge Transfer12 May 2024 0 repositories listed
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Liquid Ensemble Selection for Continual Learning12 May 2024 0 repositories listed
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Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis9 May 2024 0 repositories listed
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Continual Learning in the Presence of Repetition7 May 2024 0 repositories listed
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Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition6 May 2024 0 repositories listed
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Exploring the Efficacy of Federated-Continual Learning Nodes with Attention-Based Classifier for Robust Web Phishing Detection: An Empirical Investigation6 May 2024 0 repositories listed
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Continual Learning from Simulated Interactions via Multitask Prospective Rehearsal for Bionic Limb Behavior Modeling2 May 2024 0 repositories listed
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Continual Learning for Robust Gate Detection under Dynamic Lighting in Autonomous Drone Racing2 May 2024 0 repositories listed
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Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks30 Apr 2024 0 repositories listed
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HFT: Half Fine-Tuning for Large Language Models29 Apr 2024 0 repositories listed
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Towards Incremental Learning in Large Language Models: A Critical Review28 Apr 2024 0 repositories listed
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A Self-Organizing Clustering System for Unsupervised Distribution Shift Detection25 Apr 2024 0 repositories listed
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Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance24 Apr 2024 0 repositories listed
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Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning22 Apr 2024 0 repositories listed
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I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning21 Apr 2024 0 repositories listed
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FedMeS: Personalized Federated Continual Learning Leveraging Local Memory19 Apr 2024 0 repositories listed
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Data-Incremental Continual Offline Reinforcement Learning19 Apr 2024 0 repositories listed
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Unlocking Robust Segmentation Across All Age Groups via Continual Learning19 Apr 2024 0 repositories listed
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Adaptive Memory Replay for Continual Learning18 Apr 2024 0 repositories listed
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Graph Continual Learning with Debiased Lossless Memory Replay17 Apr 2024 0 repositories listed
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LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Embodied Intelligence System16 Apr 2024 0 repositories listed
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Watch Your Step: Optimal Retrieval for Continual Learning at Scale16 Apr 2024 0 repositories listed
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Towards Practical Tool Usage for Continually Learning LLMs14 Apr 2024 0 repositories listed
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AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees12 Apr 2024 0 repositories listed
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Continual Learning of Range-Dependent Transmission Loss for Underwater Acoustic using Conditional Convolutional Neural Net11 Apr 2024 0 repositories listed
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CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes11 Apr 2024 0 repositories listed
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Learning to Classify New Foods Incrementally Via Compressed Exemplars11 Apr 2024 0 repositories listed
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Realistic Continual Learning Approach using Pre-trained Models11 Apr 2024 0 repositories listed
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Remembering Transformer for Continual Learning11 Apr 2024 0 repositories listed
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Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts11 Apr 2024 0 repositories listed
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Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark10 Apr 2024 0 repositories listed
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Toward industrial use of continual learning : new metrics proposal for class incremental learning10 Apr 2024 0 repositories listed
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Hyperparameter Selection in Continual Learning9 Apr 2024 0 repositories listed
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On the Convergence of Continual Learning with Adaptive Methods8 Apr 2024 0 repositories listed
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Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models4 Apr 2024 0 repositories listed
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Continual Learning of Numerous Tasks from Long-tail Distributions3 Apr 2024 0 repositories listed
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Empowering Biomedical Discovery with AI Agents3 Apr 2024 0 repositories listed
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Continual Learning for Smart City: A Survey1 Apr 2024 0 repositories listed
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Continual Learning for Autonomous Robots: A Prototype-based Approach30 Mar 2024 0 repositories listed
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Convolutional Prompting meets Language Models for Continual Learning29 Mar 2024 0 repositories listed
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Selective Attention-based Modulation for Continual Learning29 Mar 2024 0 repositories listed
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Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning27 Mar 2024 0 repositories listed
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Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach27 Mar 2024 0 repositories listed
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The Artificial Neural Twin -- Process Optimization and Continual Learning in Distributed Process Chains27 Mar 2024 0 repositories listed
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Enhancing Visual Continual Learning with Language-Guided Supervision24 Mar 2024 0 repositories listed
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Live and Learn: Continual Action Clustering with Incremental Views23 Mar 2024 0 repositories listed
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Continual Vision-and-Language Navigation22 Mar 2024 0 repositories listed
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21 Mar 2024 0 repositories listed
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Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning19 Mar 2024 0 repositories listed
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Informed Spectral Normalized Gaussian Processes for Trajectory Prediction18 Mar 2024 0 repositories listed
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InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions18 Mar 2024 0 repositories listed
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PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks18 Mar 2024 0 repositories listed
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Semantic Prompting with Image-Token for Continual Learning18 Mar 2024 0 repositories listed
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Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours16 Mar 2024 0 repositories listed
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Just Say the Name: Online Continual Learning with Category Names Only via Data Generation16 Mar 2024 0 repositories listed
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Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization16 Mar 2024 0 repositories listed
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Regularization-Based Efficient Continual Learning in Deep State-Space Models15 Mar 2024 0 repositories listed
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Hyperparameters in Continual Learning: A Reality Check14 Mar 2024 0 repositories listed
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Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models14 Mar 2024 0 repositories listed
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Probabilistic Metaplasticity for Continual Learning with Memristors13 Mar 2024 0 repositories listed
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Training Self-localization Models for Unseen Unfamiliar Places via Teacher-to-Student Data-Free Knowledge Transfer13 Mar 2024 0 repositories listed
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MergeOcc: Bridge the Domain Gap between Different LiDARs for Robust Occupancy Prediction13 Mar 2024 0 repositories listed
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Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers12 Mar 2024 0 repositories listed
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Continual Learning by Three-Phase Consolidation12 Mar 2024 0 repositories listed
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Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons12 Mar 2024 0 repositories listed
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Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)12 Mar 2024 0 repositories listed
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Last Iterate Convergence of Incremental Methods and Applications in Continual Learning11 Mar 2024 0 repositories listed
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Adaptive Hyperparameter Optimization for Continual Learning Scenarios9 Mar 2024 0 repositories listed
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Continual Learning and Catastrophic Forgetting8 Mar 2024 0 repositories listed
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Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning7 Mar 2024 0 repositories listed
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TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning7 Mar 2024 0 repositories listed
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Continual Segmentation with Disentangled Objectness Learning and Class Recognition6 Mar 2024 0 repositories listed
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Interactive Continual Learning Architecture for Long-Term Personalization of Home Service Robots6 Mar 2024 0 repositories listed
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Transformers for Supervised Online Continual Learning3 Mar 2024 0 repositories listed
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Generalizable Two-Branch Framework for Image Class-Incremental Learning28 Feb 2024 0 repositories listed
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HOP to the Next Tasks and Domains for Continual Learning in NLP28 Feb 2024 0 repositories listed
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A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track27 Feb 2024 0 repositories listed
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Investigating Continual Pretraining in Large Language Models: Insights and Implications27 Feb 2024 0 repositories listed
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Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning26 Feb 2024 0 repositories listed
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One-stage Prompt-based Continual Learning25 Feb 2024 0 repositories listed
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Fixed Random Classifier Rearrangement for Continual Learning23 Feb 2024 0 repositories listed
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COPR: Continual Human Preference Learning via Optimal Policy Regularization22 Feb 2024 0 repositories listed
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Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?21 Feb 2024 0 repositories listed
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Efficient Parameter Mining and Freezing for Continual Object Detection20 Feb 2024 0 repositories listed
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Structural Knowledge Informed Continual Multivariate Time Series Forecasting20 Feb 2024 0 repositories listed
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Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision20 Feb 2024 0 repositories listed
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Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps19 Feb 2024 0 repositories listed
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Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework18 Feb 2024 0 repositories listed
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Maintaining Adversarial Robustness in Continuous Learning17 Feb 2024 0 repositories listed
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Evaluating and Improving Continual Learning in Spoken Language Understanding16 Feb 2024 0 repositories listed
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Uncertainty-guided annotation enhances segmentation with the human-in-the-loop16 Feb 2024 0 repositories listed
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Is Continual Learning Ready for Real-world Challenges?15 Feb 2024 0 repositories listed
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TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems15 Feb 2024 0 repositories listed
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Distal Interference: Exploring the Limits of Model-Based Continual Learning13 Feb 2024 0 repositories listed
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A Benchmark Grocery Dataset of Realworld Point Clouds From Single View12 Feb 2024 0 repositories listed
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The Physics of Learning: From Autoencoders to Truly Autonomous Learning Machines12 Feb 2024 0 repositories listed