Browse State-of-the-Art › Class Incremental Learning › Papers, page 5

Class Incremental Learning

Papers archive 2025-07-28

archive papers tagged: 634 · with a code link: 296 · where Syntology ran a sample: 109 (100 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 (109 of 634 tagged: 100 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 5 of 7: papers 401 to 500 of 634, 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.

• Constructing Enhanced Mutual Information for Online Class-Incremental Learning
  26 Jul 2024 0 repositories listed
• A Life-long Learning Intrusion Detection System for 6G-Enabled IoV
  22 Jul 2024 0 repositories listed
• PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning
  19 Jul 2024 0 repositories listed
• Addressing Imbalance for Class Incremental Learning in Medical Image Classification
  18 Jul 2024 0 repositories listed
• Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator
  13 Jul 2024 0 repositories listed
• UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection
  4 Jul 2024 0 repositories listed
• The impact of model size on catastrophic forgetting in Online Continual Learning
  28 Jun 2024 0 repositories listed
• The Championship-Winning Solution for the 5th CLVISION Challenge 2024
  24 Jun 2024 0 repositories listed
• Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner
  5 Jun 2024 0 repositories listed
• Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning
  4 Jun 2024 0 repositories listed
• Federated Class-Incremental Learning with Hierarchical Generative Prototypes
  4 Jun 2024 0 repositories listed
• Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning
  31 May 2024 0 repositories listed
• Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
  29 May 2024 0 repositories listed
• Recent Advances of Foundation Language Models-based Continual Learning: A Survey
  28 May 2024 0 repositories listed
• Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory
  22 May 2024 0 repositories listed
• FeTT: Continual Class Incremental Learning via Feature Transformation Tuning
  20 May 2024 0 repositories listed
• Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning
  17 May 2024 0 repositories listed
• Dynamic Feature Learning and Matching for Class-Incremental Learning
  14 May 2024 0 repositories listed
• Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning
  8 May 2024 0 repositories listed
• Continual Learning in the Presence of Repetition
  7 May 2024 0 repositories listed
• FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer
  4 May 2024 0 repositories listed
• Few Shot Class Incremental Learning using Vision-Language models
  2 May 2024 0 repositories listed
• Hard ASH: Sparsity and the right optimizer make a continual learner
  26 Apr 2024 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning
  22 Apr 2024 0 repositories listed
• Realistic Continual Learning Approach using Pre-trained Models
  11 Apr 2024 0 repositories listed
• Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark
  10 Apr 2024 0 repositories listed
• Toward industrial use of continual learning : new metrics proposal for class incremental learning
  10 Apr 2024 0 repositories listed
• Future-Proofing Class Incremental Learning
  4 Apr 2024 0 repositories listed
• Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning
  1 Apr 2024 0 repositories listed
• Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach
  27 Mar 2024 0 repositories listed
• Towards Non-Exemplar Semi-Supervised Class-Incremental Learning
  27 Mar 2024 0 repositories listed
• Recommendation of data-free class-incremental learning algorithms by simulating future data
  26 Mar 2024 0 repositories listed
• Enhancing Visual Continual Learning with Language-Guided Supervision
  24 Mar 2024 0 repositories listed
• Exemplar-Free Class Incremental Learning via Incremental Representation
  24 Mar 2024 0 repositories listed
• Defying Imbalanced Forgetting in Class Incremental Learning
  22 Mar 2024 0 repositories listed
• A Bag of Tricks for Few-Shot Class-Incremental Learning
  21 Mar 2024 0 repositories listed
• REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning
  20 Mar 2024 0 repositories listed
• Confidence Self-Calibration for Multi-Label Class-Incremental Learning
  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)
• Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning
  17 Mar 2024 0 repositories listed
• Hyperparameters in Continual Learning: A Reality Check
  14 Mar 2024 0 repositories listed
• Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers
  12 Mar 2024 0 repositories listed
• FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing
  12 Mar 2024 0 repositories listed
• CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning
  11 Mar 2024 0 repositories listed
• Probing Image Compression For Class-Incremental Learning
  10 Mar 2024 0 repositories listed
• DiffClass: Diffusion-Based Class Incremental Learning
  8 Mar 2024 0 repositories listed
• Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning
  7 Mar 2024 0 repositories listed
• Adaptive Discovering and Merging for Incremental Novel Class Discovery
  6 Mar 2024 0 repositories listed
• Open-world Machine Learning: A Review and New Outlooks
  4 Mar 2024 0 repositories listed
• Generalizable Two-Branch Framework for Image Class-Incremental Learning
  28 Feb 2024 0 repositories listed
• Gradient Reweighting: Towards Imbalanced Class-Incremental Learning
  28 Feb 2024 0 repositories listed
• MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning
  27 Feb 2024 0 repositories listed
• SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection
  27 Feb 2024 0 repositories listed
• Hyperdimensional Representation Learning for Node Classification and Link Prediction
  26 Feb 2024 0 repositories listed
• Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps
  19 Feb 2024 0 repositories listed
• Balancing the Causal Effects in Class-Incremental Learning
  15 Feb 2024 0 repositories listed
• TaE: Task-aware Expandable Representation for Long Tail Class Incremental Learning
  8 Feb 2024 0 repositories listed
• OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning
  6 Feb 2024 0 repositories listed Syntology 19 ran (of which 3 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 0 violated, 15 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (of 27 harvested samples) · 3 pointer-only (licence)
• Few-Shot Class-Incremental Learning with Prior Knowledge
  2 Feb 2024 0 repositories listed
• Bias Mitigating Few-Shot Class-Incremental Learning
  1 Feb 2024 0 repositories listed
• INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning
  22 Jan 2024 0 repositories listed
• Enhanced Few-Shot Class-Incremental Learning via Ensemble Models
  14 Jan 2024 0 repositories listed
• Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning
  12 Jan 2024 0 repositories listed
• Class-Incremental Learning for Multi-Label Audio Classification
  9 Jan 2024 0 repositories listed
• eCIL-MU: Embedding based Class Incremental Learning and Machine Unlearning
  4 Jan 2024 0 repositories listed
• Class Incremental Learning with Multi-Teacher Distillation
  1 Jan 2024 0 repositories listed
• Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning
  1 Jan 2024 0 repositories listed
• Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning
  1 Jan 2024 0 repositories listed
• Long-Tail Class Incremental Learning via Independent Sub-prototype Construction
  1 Jan 2024 0 repositories listed
• Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy
  14 Dec 2023 0 repositories listed
• DSS: A Diverse Sample Selection Method to Preserve Knowledge in Class-Incremental Learning
  14 Dec 2023 0 repositories listed
• PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning
  14 Dec 2023 0 repositories listed
• TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning
  7 Dec 2023 0 repositories listed
• Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Advanced Manufacturing
  5 Dec 2023 0 repositories listed
• Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning
  2 Dec 2023 0 repositories listed
• Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges
  22 Nov 2023 0 repositories listed
• Evaluating Pretrained models for Deployable Lifelong Learning
  22 Nov 2023 0 repositories listed
• Towards interpretable-by-design deep learning algorithms
  19 Nov 2023 0 repositories listed
• Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning
  15 Nov 2023 0 repositories listed
• A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
  13 Nov 2023 0 repositories listed
• Class Incremental Learning with Pre-trained Vision-Language Models
  31 Oct 2023 0 repositories listed
• Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos
  24 Oct 2023 0 repositories listed
• Federated Class-Incremental Learning with Prompting
  13 Oct 2023 0 repositories listed
• Aggregated f-average Neural Network for Interpretable Ensembling
  9 Oct 2023 0 repositories listed
• Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization
  5 Oct 2023 0 repositories listed
• Hadamard Domain Training with Integers for Class Incremental Quantized Learning
  5 Oct 2023 0 repositories listed
• Continual Contrastive Spoken Language Understanding
  4 Oct 2023 0 repositories listed
• Elephant Neural Networks: Born to Be a Continual Learner
  2 Oct 2023 0 repositories listed
• Multivariate Prototype Representation for Domain-Generalized Incremental Learning
  24 Sep 2023 0 repositories listed
• MultIOD: Rehearsal-free Multihead Incremental Object Detector
  11 Sep 2023 0 repositories listed
• Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection
  10 Sep 2023 0 repositories listed
• Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning
  6 Sep 2023 0 repositories listed
• Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis
  29 Aug 2023 0 repositories listed
• GRASP: A Rehearsal Policy for Efficient Online Continual Learning
  25 Aug 2023 0 repositories listed
• An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning
  22 Aug 2023 0 repositories listed
• Few-shot Class-incremental Learning for Classification and Object Detection: A Survey
  13 Aug 2023 0 repositories listed
• SATHUR: Self Augmenting Task Hallucinal Unified Representation for Generalized Class Incremental Learning
  13 Aug 2023 0 repositories listed
• AdaER: An Adaptive Experience Replay Approach for Continual Lifelong Learning
  7 Aug 2023 0 repositories listed
• Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning
  4 Aug 2023 0 repositories listed
• XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge
  21 Jul 2023 0 repositories listed
• Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory
  2 Jul 2023 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 2026-09-28, 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.