Browse State-of-the-Art › Incremental Learning › Papers, page 7
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 7 of 14: papers 601 to 700 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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Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings13 Mar 2025 0 repositories listed
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Singular Value Fine-tuning for Few-Shot Class-Incremental Learning13 Mar 2025 0 repositories listed
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PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning10 Mar 2025 0 repositories listed
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Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks10 Mar 2025 0 repositories listed
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A Frank System for Co-Evolutionary Hybrid Decision-Making8 Mar 2025 0 repositories listed
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TAIL: Text-Audio Incremental Learning6 Mar 2025 0 repositories listed
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Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection6 Mar 2025 0 repositories listed
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FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification3 Mar 2025 0 repositories listed
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Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning1 Mar 2025 0 repositories listed
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Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks27 Feb 2025 0 repositories listed
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Brain-inspired analogical mixture prototypes for few-shot class-incremental learning26 Feb 2025 0 repositories listed
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Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning20 Feb 2025 0 repositories listed
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Continually Learning Structured Visual Representations via Network Refinement with Rerelation19 Feb 2025 0 repositories listed
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Plant in Cupboard, Orange on Rably, Inat Aphone. Benchmarking Incremental Learning of Situation and Language Model using a Text-Simulated Situated Environment17 Feb 2025 0 repositories listed
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Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning12 Feb 2025 0 repositories listed
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Memory Is Not the Bottleneck: Cost-Efficient Continual Learning via Weight Space Consolidation11 Feb 2025 0 repositories listed
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Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector8 Feb 2025 0 repositories listed
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Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion7 Feb 2025 0 repositories listed
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Should Code Models Learn Pedagogically? A Preliminary Evaluation of Curriculum Learning for Real-World Software Engineering Tasks6 Feb 2025 0 repositories listed
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Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning27 Jan 2025 0 repositories listed
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Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting26 Jan 2025 0 repositories listed
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On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning26 Jan 2025 0 repositories listed
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Towards Robust Incremental Learning under Ambiguous Supervision23 Jan 2025 0 repositories listed
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S-LoRA: Scalable Low-Rank Adaptation for Class Incremental Learning22 Jan 2025 0 repositories listed
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Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks21 Jan 2025 0 repositories listed
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PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning16 Jan 2025 0 repositories listed
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Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning16 Jan 2025 0 repositories listed
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Attention is All You Need Until You Need Retention15 Jan 2025 0 repositories listed
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Resource-Constrained Federated Continual Learning: What Does Matter?15 Jan 2025 0 repositories listed
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Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning13 Jan 2025 0 repositories listed
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Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning10 Jan 2025 0 repositories listed
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Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions9 Jan 2025 0 repositories listed
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Activating Sparse Part Concepts for 3D Class Incremental Learning1 Jan 2025 0 repositories listed
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Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning1 Jan 2025 0 repositories listed
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Automatic Construction of Pattern Classifiers Capable of Continuous Incremental Learning and Unlearning Tasks Based on Compact-Sized Probabilistic Neural Network1 Jan 2025 0 repositories listed
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Continuous Adverse Weather Removal via Degradation-Aware Distillation1 Jan 2025 0 repositories listed
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Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation1 Jan 2025 0 repositories listed
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Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning1 Jan 2025 0 repositories listed
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Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning1 Jan 2025 0 repositories listed
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Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning1 Jan 2025 0 repositories listed
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pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation1 Jan 2025 0 repositories listed
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SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning1 Jan 2025 0 repositories listed
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Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning1 Jan 2025 0 repositories listed
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ACIL: Active Class Incremental Learning for Image Classification31 Dec 2024 0 repositories listed
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Dynamic Prompt Adjustment for Multi-Label Class-Incremental Learning31 Dec 2024 0 repositories listed
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Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning31 Dec 2024 0 repositories listed
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Breaking Fine-Grained Classification Barriers with Cost-Free Data in Few-Shot Class-Incremental Learning29 Dec 2024 0 repositories listed
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Exemplar-condensed Federated Class-incremental Learning25 Dec 2024 0 repositories listed
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Domain-Incremental Learning for Audio Classification23 Dec 2024 0 repositories listed
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Generate to Discriminate: Expert Routing for Continual Learning22 Dec 2024 0 repositories listed
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Video Domain Incremental Learning for Human Action Recognition in Home Environments22 Dec 2024 0 repositories listed
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FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis21 Dec 2024 0 repositories listed
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AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion18 Dec 2024 0 repositories listed
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ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning17 Dec 2024 0 repositories listed
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CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning17 Dec 2024 0 repositories listed
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Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency17 Dec 2024 0 repositories listed
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Toxicity Detection towards Adaptability to Changing Perturbations17 Dec 2024 0 repositories listed
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On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning15 Dec 2024 0 repositories listed
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SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation15 Dec 2024 0 repositories listed
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MVD: A Multi-Lingual Software Vulnerability Detection Framework9 Dec 2024 0 repositories listed
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LVP-CLIP:Revisiting CLIP for Continual Learning with Label Vector Pool8 Dec 2024 0 repositories listed
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Neighborhood Commonality-aware Evolution Network for Continuous Generalized Category Discovery7 Dec 2024 0 repositories listed
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DPGIIL: Dirichlet Process-Deep Generative Model-Integrated Incremental Learning for Clustering in Transmissibility-based Online Structural Anomaly Detection6 Dec 2024 0 repositories listed
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Privacy Drift: Evolving Privacy Concerns in Incremental Learning6 Dec 2024 0 repositories listed
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CA-MoE: Channel-Adapted MoE for Incremental Weather Forecasting3 Dec 2024 0 repositories listed
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Two-Timescale Digital Twin Assisted Model Interference and Retraining over Wireless Network27 Nov 2024 0 repositories listed
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Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning26 Nov 2024 0 repositories listed
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Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation26 Nov 2024 0 repositories listed
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Reward Incremental Learning in Text-to-Image Generation26 Nov 2024 0 repositories listed
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Learning New Concepts, Remembering the Old: A Novel Continual Learning25 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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Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks17 Nov 2024 0 repositories listed
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Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning14 Nov 2024 0 repositories listed
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Deeper Insights into Learning Performance of Stochastic Configuration Networks13 Nov 2024 0 repositories listed
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Interpretable Syntactic Representations Enable Hierarchical Word Vectors13 Nov 2024 0 repositories listed
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UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation13 Nov 2024 0 repositories listed
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Inductive Graph Few-shot Class Incremental Learning11 Nov 2024 0 repositories listed
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PCNet: a human pose compensation network based on incremental learning for sports actions estimation11 Nov 2024 0 repositories listed
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Slowing Down Forgetting in Continual Learning11 Nov 2024 0 repositories listed
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Reducing catastrophic forgetting of incremental learning in the absence of rehearsal memory with task-specific token6 Nov 2024 0 repositories listed
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Personalized Continual EEG Decoding: Retaining and Transferring Knowledge4 Nov 2024 0 repositories listed
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Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis3 Nov 2024 0 repositories listed
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Class Incremental Learning with Task-Specific Batch Normalization and Out-of-Distribution Detection1 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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Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation30 Oct 2024 0 repositories listed
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Plastic Learning with Deep Fourier Features27 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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Incremental Learning of Affordances using Markov Logic Networks23 Oct 2024 0 repositories listed
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RE-tune: Incremental Fine Tuning of Biomedical Vision-Language Models for Multi-label Chest X-ray Classification23 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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Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning20 Oct 2024 0 repositories listed
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Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation16 Oct 2024 0 repositories listed
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Task Adaptive Feature Distribution Based Network for Few-shot Fine-grained Target Classification13 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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Fair Class-Incremental Learning using Sample Weighting2 Oct 2024 0 repositories listed
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An Intrinsically Knowledge-Transferring Developmental Spiking Neural Network for Tactile Classification1 Oct 2024 0 repositories listed
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Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning1 Oct 2024 0 repositories listed
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M2Distill: Multi-Modal Distillation for Lifelong Imitation Learning30 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