Browse State-of-the-Art › class-incremental learning › Papers, page 4
class-incremental learning
Papers archive 2025-07-28
archive papers tagged: 617 · with a code link: 281 · where Syntology ran a sample: 104 (95 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (104 of 617 tagged: 95 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)
Page 4 of 7: papers 301 to 400 of 617, 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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Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture21 Apr 2025 0 repositories listed
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Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning20 Apr 2025 0 repositories listed
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MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL18 Apr 2025 0 repositories listed
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GPS: Distilling Compact Memories via Grid-based Patch Sampling for Efficient Online Class-Incremental Learning14 Apr 2025 0 repositories listed
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Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning11 Apr 2025 0 repositories listed
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FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning9 Apr 2025 0 repositories listed
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ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation2 Apr 2025 0 repositories listed
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Diffusion Meets Few-shot Class Incremental Learning30 Mar 2025 0 repositories listed
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T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning28 Mar 2025 0 repositories listed
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Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning27 Mar 2025 0 repositories listed
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Continual learning via probabilistic exchangeable sequence modelling26 Mar 2025 0 repositories listed
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Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning25 Mar 2025 0 repositories listed
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Feature Calibration enhanced Parameter Synthesis for CLIP-based Class-incremental Learning24 Mar 2025 0 repositories listed
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Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning24 Mar 2025 0 repositories listed
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Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception18 Mar 2025 0 repositories listed
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An experimental approach on Few Shot Class Incremental Learning14 Mar 2025 0 repositories listed
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A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound13 Mar 2025 0 repositories listed
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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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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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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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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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Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion7 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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S-LoRA: Scalable Low-Rank Adaptation for Class Incremental Learning22 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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Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning10 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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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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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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Video Domain Incremental Learning for Human Action Recognition in Home Environments22 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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On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning15 Dec 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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Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation25 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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Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning14 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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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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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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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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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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Continual learning with task specialist26 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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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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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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Joint Input and Output Coordination for Class-Incremental Learning9 Sep 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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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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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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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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Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator13 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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The impact of model size on catastrophic forgetting in Online Continual Learning28 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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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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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