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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 6 of 7: papers 501 to 600 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.

• Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features
  16 Apr 2023 0 repositories listed
• Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation
  13 Apr 2023 0 repositories listed
• PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark
  13 Apr 2023 0 repositories listed
• Few-shot Class-incremental Learning for Cross-domain Disease Classification
  12 Apr 2023 0 repositories listed
• Taxonomic Class Incremental Learning
  12 Apr 2023 0 repositories listed
• MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning
  8 Apr 2023 0 repositories listed
• Cross-Class Feature Augmentation for Class Incremental Learning
  4 Apr 2023 0 repositories listed
• On the Stability-Plasticity Dilemma of Class-Incremental Learning
  4 Apr 2023 0 repositories listed
• Semantic-visual Guided Transformer for Few-shot Class-incremental Learning
  27 Mar 2023 0 repositories listed
• Two-level Graph Network for Few-Shot Class-Incremental Learning
  24 Mar 2023 0 repositories listed
• First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning
  23 Mar 2023 0 repositories listed
• Dense Network Expansion for Class Incremental Learning
  22 Mar 2023 0 repositories listed
• DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning
  14 Mar 2023 0 repositories listed
• Detachedly Learn a Classifier for Class-Incremental Learning
  23 Feb 2023 0 repositories listed
• SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data
  12 Feb 2023 0 repositories listed
• Effective Decision Boundary Learning for Class Incremental Learning
  12 Jan 2023 0 repositories listed
• Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning
  11 Jan 2023 0 repositories listed
• Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning
  6 Jan 2023 0 repositories listed
• CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning
  1 Jan 2023 0 repositories listed
• DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning
  1 Jan 2023 0 repositories listed
• Endpoints Weight Fusion for Class Incremental Semantic Segmentation
  1 Jan 2023 0 repositories listed
• Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference
  1 Jan 2023 0 repositories listed
• Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning
  1 Jan 2023 0 repositories listed
• Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning
  1 Jan 2023 0 repositories listed
• Space-time Prompting for Video Class-incremental Learning
  1 Jan 2023 0 repositories listed
• Evidential Deep Learning for Class-Incremental Semantic Segmentation
  6 Dec 2022 0 repositories listed
• DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection
  5 Dec 2022 0 repositories listed
• Continual Learning with Optimal Transport based Mixture Model
  30 Nov 2022 0 repositories listed
• Learning to Learn: How to Continuously Teach Humans and Machines
  28 Nov 2022 0 repositories listed
• Prototypical quadruplet for few-shot class incremental learning
  5 Nov 2022 0 repositories listed
• Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
  2 Nov 2022 0 repositories listed
• Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
  13 Oct 2022 0 repositories listed
• A Memory Transformer Network for Incremental Learning
  10 Oct 2022 0 repositories listed
• Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER
  10 Oct 2022 0 repositories listed
• Continual Learning with Evolving Class Ontologies
  10 Oct 2022 0 repositories listed
• Learnable Distribution Calibration for Few-Shot Class-Incremental Learning
  1 Oct 2022 0 repositories listed
• Continual Learning for Class- and Domain-Incremental Semantic Segmentation
  16 Sep 2022 0 repositories listed
• PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning
  14 Sep 2022 0 repositories listed
• Reinforced Continual Learning for Graphs
  4 Sep 2022 0 repositories listed
• DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
  17 Aug 2022 0 repositories listed
• Memorizing Complementation Network for Few-Shot Class-Incremental Learning
  11 Aug 2022 0 repositories listed
• A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring
  8 Aug 2022 0 repositories listed
• Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning
  28 Jul 2022 0 repositories listed
• Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry
  20 Jul 2022 0 repositories listed
• Susceptibility of Continual Learning Against Adversarial Attacks
  11 Jul 2022 0 repositories listed
• Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning
  3 Jul 2022 0 repositories listed
• Hebbian Continual Representation Learning
  28 Jun 2022 0 repositories listed
• Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning
  18 Jun 2022 0 repositories listed
• TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning
  17 Jun 2022 0 repositories listed
• Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective
  16 Jun 2022 0 repositories listed
• Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
  15 Jun 2022 0 repositories listed
• Detecting Unknown DGAs without Context Information
  30 May 2022 0 repositories listed
• Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning
  23 May 2022 0 repositories listed
• Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework
  19 May 2022 0 repositories listed
• Few-Shot Class-Incremental Learning for Named Entity Recognition
  1 May 2022 0 repositories listed
• Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor
  28 Apr 2022 0 repositories listed
• Improving Feature Generalizability with Multitask Learning in Class Incremental Learning
  26 Apr 2022 0 repositories listed
• General Incremental Learning with Domain-aware Categorical Representations
  8 Apr 2022 0 repositories listed
• Incremental Prototype Tuning for Class Incremental Learning
  7 Apr 2022 0 repositories listed
• Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
  28 Mar 2022 0 repositories listed
• Class-Incremental Learning for Action Recognition in Videos
  25 Mar 2022 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• Tackling Online One-Class Incremental Learning by Removing Negative Contrasts
  24 Mar 2022 0 repositories listed
• Deep Class Incremental Learning from Decentralized Data
  11 Mar 2022 0 repositories listed
• Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks
  11 Mar 2022 0 repositories listed
• Dual Embodied-Symbolic Concept Representations for Deep Learning
  1 Mar 2022 0 repositories listed
• HCIL: Hierarchical Class Incremental Learning for Longline Fishing Visual Monitoring
  25 Feb 2022 0 repositories listed
• Diagnosing Batch Normalization in Class Incremental Learning
  16 Feb 2022 0 repositories listed
• Self-Paced Imbalance Rectification for Class Incremental Learning
  8 Feb 2022 0 repositories listed
• Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning
  5 Feb 2022 0 repositories listed
• A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning
  1 Feb 2022 0 repositories listed
• vCLIMB: A Novel Video Class Incremental Learning Benchmark
  23 Jan 2022 0 repositories listed
• Bring Evanescent Representations to Life in Lifelong Class Incremental Learning
  1 Jan 2022 0 repositories listed
• MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning
  1 Jan 2022 0 repositories listed
• DILF-EN framework for Class-Incremental Learning
  23 Dec 2021 0 repositories listed
• Improving Vision Transformers for Incremental Learning
  12 Dec 2021 0 repositories listed
• Concept Representation Learning with Contrastive Self-Supervised Learning
  10 Dec 2021 0 repositories listed
• Self-Supervised Class Incremental Learning
  18 Nov 2021 0 repositories listed
• Brain-inspired feature exaggeration in generative replay for continual learning
  26 Oct 2021 0 repositories listed
• Class Incremental Online Streaming Learning
  20 Oct 2021 0 repositories listed
• Continual Learning Using Pseudo-Replay via Latent Space Sampling
  29 Sep 2021 0 repositories listed
• Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation
  29 Sep 2021 0 repositories listed
• Wakening Past Concepts without Past Data: Class-incremental Learning from Placebos
  29 Sep 2021 0 repositories listed
• Class incremental learning for video action classification
  19 Sep 2021 0 repositories listed
• Revisiting Catastrophic Forgetting in Class Incremental Learning
  26 Jul 2021 0 repositories listed
• A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification
  9 Jul 2021 0 repositories listed
• When Video Classification Meets Incremental Classes
  30 Jun 2021 0 repositories listed
• Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay
  17 Jun 2021 0 repositories listed
• Knowledge Consolidation based Class Incremental Online Learning with Limited Data
  12 Jun 2021 0 repositories listed
• Energy Aligning for Biased Models
  7 Jun 2021 0 repositories listed
• Continual Learning with Fully Probabilistic Models
  19 Apr 2021 0 repositories listed
• Unsupervised Class-Incremental Learning Through Confusion
  9 Apr 2021 0 repositories listed
• Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning
  6 Apr 2021 0 repositories listed
• Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers
  4 Apr 2021 0 repositories listed
• ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations
  29 Mar 2021 0 repositories listed
• Balanced softmax cross-entropy for incremental learning with and without memory
  23 Mar 2021 0 repositories listed
• Incrementally Zero-Shot Detection by an Extreme Value Analyzer
  23 Mar 2021 0 repositories listed
• Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning
  6 Mar 2021 0 repositories listed
• Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models
  16 Feb 2021 0 repositories listed
• Incremental few-shot learning via vector quantization in deep embedded space
  1 Jan 2021 0 repositories listed
• Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning
  1 Jan 2021 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 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.