Browse State-of-the-Art › Continual Learning › Papers, page 15
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 15 of 27: papers 1,401 to 1,500 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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Learning New Concepts, Remembering the Old: A Novel Continual Learning25 Nov 2024 0 repositories listed
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Distribution-aware Online Continual Learning for Urban Spatio-Temporal Forecasting24 Nov 2024 0 repositories listed
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Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning23 Nov 2024 0 repositories listed
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CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition21 Nov 2024 0 repositories listed
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Revised Regularization for Efficient Continual Learning through Correlation-Based Parameter Update in Bayesian Neural Networks21 Nov 2024 0 repositories listed
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Separable Mixture of Low-Rank Adaptation for Continual Visual Instruction Tuning21 Nov 2024 0 repositories listed
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Federated Continual Learning for Edge-AI: A Comprehensive Survey20 Nov 2024 0 repositories listed
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C²INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention19 Nov 2024 0 repositories listed
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Class-Incremental Learning for Sound Event Localization and Detection19 Nov 2024 0 repositories listed
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What Makes a Good Dataset for Knowledge Distillation?19 Nov 2024 0 repositories listed
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Reviving Dormant Memories: Investigating Catastrophic Forgetting in Language Models through Rationale-Guidance Difficulty18 Nov 2024 0 repositories listed
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Continual Adversarial Reinforcement Learning (CARL) of False Data Injection detection: forgetting and explainability15 Nov 2024 0 repositories listed
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FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy15 Nov 2024 0 repositories listed
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FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning14 Nov 2024 0 repositories listed
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Joint Diffusion models in Continual Learning12 Nov 2024 0 repositories listed
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Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning11 Nov 2024 0 repositories listed
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ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting11 Nov 2024 0 repositories listed
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Slowing Down Forgetting in Continual Learning11 Nov 2024 0 repositories listed
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Differential Privacy in Continual Learning: Which Labels to Update?7 Nov 2024 0 repositories listed
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Gradient Localization Improves Lifelong Pretraining of Language Models7 Nov 2024 0 repositories listed
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Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset6 Nov 2024 0 repositories listed
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Out-of-Distribution Recovery with Object-Centric Keypoint Inverse Policy for Visuomotor Imitation Learning5 Nov 2024 0 repositories listed
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Sparse Orthogonal Parameters Tuning for Continual Learning5 Nov 2024 0 repositories listed
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One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering4 Nov 2024 0 repositories listed
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Vocal Sandbox: Continual Learning and Adaptation for Situated Human-Robot Collaboration4 Nov 2024 0 repositories listed
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Dual Low-Rank Adaptation for Continual Learning with Pre-Trained Models1 Nov 2024 0 repositories listed
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EXACFS -- A CIL Method to mitigate Catastrophic Forgetting31 Oct 2024 0 repositories listed
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EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection30 Oct 2024 0 repositories listed
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ImageNet-RIB Benchmark: Large Pre-Training Datasets Don't Guarantee Robustness after Fine-Tuning28 Oct 2024 0 repositories listed
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Plastic Learning with Deep Fourier Features27 Oct 2024 0 repositories listed
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Self-Normalized Resets for Plasticity in Continual Learning26 Oct 2024 0 repositories listed
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Improving Multimodal Large Language Models Using Continual Learning25 Oct 2024 0 repositories listed
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Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning24 Oct 2024 0 repositories listed
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Closed-form merging of parameter-efficient modules for Federated Continual Learning23 Oct 2024 0 repositories listed
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UnCLe: Unsupervised Continual Learning of Depth Completion23 Oct 2024 0 repositories listed
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Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces21 Oct 2024 0 repositories listed
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TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning21 Oct 2024 0 repositories listed
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Unsupervised Replay Strategies for Continual Learning with Limited Data21 Oct 2024 0 repositories listed
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19 Oct 2024 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning18 Oct 2024 0 repositories listed
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Text-to-Image Representativity Fairness Evaluation Framework18 Oct 2024 0 repositories listed
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CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks17 Oct 2024 0 repositories listed
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CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building17 Oct 2024 0 repositories listed
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ARIC: An Activity Recognition Dataset in Classroom Surveillance Images16 Oct 2024 0 repositories listed
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SeQuiFi: Mitigating Catastrophic Forgetting in Speech Emotion Recognition with Sequential Class-Finetuning16 Oct 2024 0 repositories listed
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Towards Differentiable Multilevel Optimization: A Gradient-Based Approach15 Oct 2024 0 repositories listed
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Continual Learning Improves Zero-Shot Action Recognition14 Oct 2024 0 repositories listed
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Continual Learning with Neuromorphic Computing: Theories, Methods, and Applications11 Oct 2024 0 repositories listed
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Efficient Weight-Space Laplace-Gaussian Filtering and Smoothing for Sequential Deep Learning9 Oct 2024 0 repositories listed
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Brain-inspired continual pre-trained learner via silent synaptic consolidation8 Oct 2024 0 repositories listed
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MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model construction8 Oct 2024 0 repositories listed
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ModalPrompt:Dual-Modality Guided Prompt for Continual Learning of Large Multimodal Models8 Oct 2024 0 repositories listed
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Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation5 Oct 2024 0 repositories listed
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Structural-Entropy-Based Sample Selection for Efficient and Effective Learning3 Oct 2024 0 repositories listed
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Fine-Grained Gradient Restriction: A Simple Approach for Mitigating Catastrophic Forgetting1 Oct 2024 0 repositories listed
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GPTreeO: An R package for continual regression with dividing local Gaussian processes1 Oct 2024 0 repositories listed
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Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models1 Oct 2024 0 repositories listed
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Self-Updatable Large Language Models with Parameter Integration1 Oct 2024 0 repositories listed
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Simplified priors for Object-Centric Learning1 Oct 2024 0 repositories listed
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Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations30 Sep 2024 0 repositories listed
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Learning Attentional Mixture of LoRAs for Language Model Continual Learning29 Sep 2024 0 repositories listed
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How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models27 Sep 2024 0 repositories listed
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Continual learning with task specialist26 Sep 2024 0 repositories listed
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Optimal Protocols for Continual Learning via Statistical Physics and Control Theory26 Sep 2024 0 repositories listed
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Building Real-time Awareness of Out-of-distribution in Trajectory Prediction for Autonomous Vehicles25 Sep 2024 0 repositories listed
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Neural Network Plasticity and Loss Sharpness25 Sep 2024 0 repositories listed
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CON: Continual Object Navigation via Data-Free Inter-Agent Knowledge Transfer in Unseen and Unfamiliar Places23 Sep 2024 0 repositories listed
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Towards Accountable AI-Assisted Eye Disease Diagnosis: Workflow Design, External Validation, and Continual Learning23 Sep 2024 0 repositories listed
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Brain Surgery: Ensuring GDPR Compliance in Large Language Models via Concept Erasure22 Sep 2024 0 repositories listed
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From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks22 Sep 2024 0 repositories listed
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Continual Learning for Multimodal Data Fusion of a Soft Gripper20 Sep 2024 0 repositories listed
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Persistent Backdoor Attacks in Continual Learning20 Sep 2024 0 repositories listed
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Towards LifeSpan Cognitive Systems20 Sep 2024 0 repositories listed
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ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning18 Sep 2024 0 repositories listed
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Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation17 Sep 2024 0 repositories listed
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Continual Learning of Conjugated Visual Representations through Higher-order Motion Flows16 Sep 2024 0 repositories listed
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Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection12 Sep 2024 0 repositories listed
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Dark Experience for Incremental Keyword Spotting12 Sep 2024 0 repositories listed
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FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking12 Sep 2024 0 repositories listed
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A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks11 Sep 2024 0 repositories listed
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Revisiting Static Feature-Based Android Malware Detection11 Sep 2024 0 repositories listed
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Continual Domain Incremental Learning for Privacy-aware Digital Pathology10 Sep 2024 0 repositories listed
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Open-World Dynamic Prompt and Continual Visual Representation Learning9 Sep 2024 0 repositories listed
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Replay Consolidation with Label Propagation for Continual Object Detection9 Sep 2024 0 repositories listed
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CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes8 Sep 2024 0 repositories listed
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SCARF: Scalable Continual Learning Framework for Memory-efficient Multiple Neural Radiance Fields6 Sep 2024 0 repositories listed
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Continual Skill and Task Learning via Dialogue5 Sep 2024 0 repositories listed
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Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images5 Sep 2024 0 repositories listed
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Simplex-enabled Safe Continual Learning Machine5 Sep 2024 0 repositories listed
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Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments4 Sep 2024 0 repositories listed
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Vision-Language Navigation with Continual Learning4 Sep 2024 0 repositories listed
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Towards General Industrial Intelligence: A Survey of Continual Large Models in Industrial IoT2 Sep 2024 0 repositories listed
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Continual learning with the neural tangent ensemble30 Aug 2024 0 repositories listed
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Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning30 Aug 2024 0 repositories listed
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Adaptive Variational Continual Learning via Task-Heuristic Modelling29 Aug 2024 0 repositories listed
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Maelstrom Networks29 Aug 2024 0 repositories listed
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Continual-learning-based framework for structural damage recognition28 Aug 2024 0 repositories listed
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LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models28 Aug 2024 0 repositories listed
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Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning27 Aug 2024 0 repositories listed
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Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective26 Aug 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.