Browse State-of-the-Art › Incremental Learning › Papers, page 8
Incremental Learning
Papers archive 2025-07-28
archive papers tagged: 1,371 · with a code link: 542 · where Syntology ran a sample: 162 (146 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (162 of 1,371 tagged: 146 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)
Page 8 of 14: papers 701 to 800 of 1,371, 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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Applying Incremental Learning in Binary-Addition-Tree Algorithm for Dynamic Binary-State Network Reliability24 Sep 2024 0 repositories listed
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Improving Intersession Reproducibility for Forearm Ultrasound based Hand Gesture Classification through an Incremental Learning Approach24 Sep 2024 0 repositories listed
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning24 Sep 2024 0 repositories listed
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Dynamic Integration of Task-Specific Adapters for Class Incremental Learning23 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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Few-Shot Class-Incremental Learning with Non-IID Decentralized Data18 Sep 2024 0 repositories listed
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Knowledge Adaptation Network for Few-Shot Class-Incremental Learning18 Sep 2024 0 repositories listed
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Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization18 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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From Uncertainty to Clarity: Uncertainty-Guided Class-Incremental Learning for Limited Biomedical Samples via Semantic Expansion12 Sep 2024 0 repositories listed
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A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption11 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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Joint Input and Output Coordination for Class-Incremental Learning9 Sep 2024 0 repositories listed
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Incremental Open-set Domain Adaptation31 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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Rebalancing Multi-Label Class-Incremental Learning22 Aug 2024 0 repositories listed
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Data-Free Class Incremental Gesture Recognition via Synthetic Feature Sampling21 Aug 2024 0 repositories listed
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Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning19 Aug 2024 0 repositories listed
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Assessing Generalization Capabilities of Malaria Diagnostic Models from Thin Blood Smears16 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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An Efficient Replay for Class-Incremental Learning with Pre-trained Models15 Aug 2024 0 repositories listed
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AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning8 Aug 2024 0 repositories listed
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Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond6 Aug 2024 0 repositories listed
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SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning4 Aug 2024 0 repositories listed
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Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation2 Aug 2024 0 repositories listed
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Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation27 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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Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception25 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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PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning19 Jul 2024 0 repositories listed
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Addressing Imbalance for Class Incremental Learning in Medical Image Classification18 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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Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation13 Jul 2024 0 repositories listed
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Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator13 Jul 2024 0 repositories listed
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CLEO: Continual Learning of Evolving Ontologies11 Jul 2024 0 repositories listed
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Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching6 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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UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection4 Jul 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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Forget but Recall: Incremental Latent Rectification in Continual Learning25 Jun 2024 0 repositories listed
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The Championship-Winning Solution for the 5th CLVISION Challenge 202424 Jun 2024 0 repositories listed
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RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model22 Jun 2024 0 repositories listed
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Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations19 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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Recent Advances in Federated Learning Driven Large Language Models: A Survey on Architecture, Performance, and Security14 Jun 2024 0 repositories listed
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Center-Sensitive Kernel Optimization for Efficient On-Device Incremental Learning13 Jun 2024 0 repositories listed
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Self-Attention-Based Contextual Modulation Improves Neural System Identification12 Jun 2024 0 repositories listed
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11 Jun 2024 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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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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Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner5 Jun 2024 0 repositories listed
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Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning4 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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iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets3 Jun 2024 0 repositories listed
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Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning31 May 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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Recent Advances of Foundation Language Models-based Continual Learning: A Survey28 May 2024 0 repositories listed
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Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation26 May 2024 0 repositories listed
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A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation25 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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Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory22 May 2024 0 repositories listed
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Rehearsal-free Federated Domain-incremental Learning22 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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Learning More Generalized Experts by Merging Experts in Mixture-of-Experts19 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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Dynamic Feature Learning and Matching for Class-Incremental Learning14 May 2024 0 repositories listed
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Model-Free Unsupervised Anomaly Detection Framework in Multivariate Time-Series of Industrial Dynamical Systems14 May 2024 0 repositories listed
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A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks11 May 2024 0 repositories listed
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Fast Evaluation of DNN for Past Dataset in Incremental Learning10 May 2024 0 repositories listed
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Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning8 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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FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer4 May 2024 0 repositories listed
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Towards An Online Incremental Approach to Predict Students Performance3 May 2024 0 repositories listed
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Few Shot Class Incremental Learning using Vision-Language models2 May 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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26 Apr 2024 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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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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Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer22 Apr 2024 0 repositories listed
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Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation18 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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TV100: A TV Series Dataset that Pre-Trained CLIP Has Not Seen16 Apr 2024 0 repositories listed
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Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures15 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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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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Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures8 Apr 2024 0 repositories listed
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Future-Proofing Class Incremental Learning4 Apr 2024 0 repositories listed
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Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification3 Apr 2024 0 repositories listed
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Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning1 Apr 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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Towards Non-Exemplar Semi-Supervised Class-Incremental Learning27 Mar 2024 0 repositories listed
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Recommendation of data-free class-incremental learning algorithms by simulating future data26 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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Exemplar-Free Class Incremental Learning via Incremental Representation24 Mar 2024 0 repositories listed
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Defying Imbalanced Forgetting in Class Incremental Learning22 Mar 2024 0 repositories listed
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21 Mar 2024 0 repositories listed
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REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning20 Mar 2024 0 repositories listed
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19 Mar 2024 0 repositories listed Syntology 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Learning to better see the unseen: Broad-Deep Mixed Anti-Forgetting Framework for Incremental Zero-Shot Fault Diagnosis18 Mar 2024 0 repositories listed
Syntology lines on 3 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.