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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 11 of 14: papers 1,001 to 1,100 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.

• Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting
  24 Dec 2022 0 repositories listed
• Efficient Induction of Language Models Via Probabilistic Concept Formation
  22 Dec 2022 0 repositories listed
• MEIL-NeRF: Memory-Efficient Incremental Learning of Neural Radiance Fields
  16 Dec 2022 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
• Single image calibration using knowledge distillation approaches
  5 Dec 2022 0 repositories listed
• An Incremental Learning Approach for Sustainable Region Isolation and Integration
  2 Dec 2022 0 repositories listed
• Continual Learning with Optimal Transport based Mixture Model
  30 Nov 2022 0 repositories listed
• Task-Specific Embeddings for Ante-Hoc Explainable Text Classification
  30 Nov 2022 0 repositories listed
• Learning to Learn: How to Continuously Teach Humans and Machines
  28 Nov 2022 0 repositories listed
• Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening
  9 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
• Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach
  2 Nov 2022 0 repositories listed
• On Robust Incremental Learning over Many Multilingual Steps
  25 Oct 2022 0 repositories listed
• Handling Label Uncertainty for Camera Incremental Person Re-Identification
  17 Oct 2022 0 repositories listed
• Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
  13 Oct 2022 0 repositories listed
• A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification
  10 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
• Few-shot Incremental Event Detection
  5 Sep 2022 0 repositories listed
• Reinforced Continual Learning for Graphs
  4 Sep 2022 0 repositories listed
• An Incremental Learning framework for Large-scale CTR Prediction
  1 Sep 2022 0 repositories listed
• Incremental Learning in Diagonal Linear Networks
  31 Aug 2022 0 repositories listed
• Beyond Supervised Continual Learning: a Review
  30 Aug 2022 0 repositories listed
• Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork
  24 Aug 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
• Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation
  10 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
• Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis
  29 Jul 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
• ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale
  19 Jul 2022 0 repositories listed
• E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network
  14 Jul 2022 0 repositories listed
• PhishSim: Aiding Phishing Website Detection with a Feature-Free Tool
  13 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
• Few-shot incremental learning in the context of solar cell quality inspection
  1 Jul 2022 0 repositories listed
• Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based Reasoning
  29 Jun 2022 0 repositories listed
• Hebbian Continual Representation Learning
  28 Jun 2022 0 repositories listed
• General Univariate Estimation-of-Distribution Algorithms
  22 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
• Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
  3 Jun 2022 0 repositories listed
• Pre-training Synthetic Cross-lingual Decoder for Multilingual Samples Adaptation in E-Commerce Neural Machine Translation
  1 Jun 2022 0 repositories listed
• Detecting Unknown DGAs without Context Information
  30 May 2022 0 repositories listed
• TAILOR: Teaching with Active and Incremental Learning for Object Registration
  24 May 2022 0 repositories listed
• Rethinking Task-Incremental Learning Baselines
  23 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
• Incremental Learning with Differentiable Architecture and Forgetting Search
  19 May 2022 0 repositories listed
• Efficient Learning of Interpretable Classification Rules
  14 May 2022 0 repositories listed
• Few-Shot Class-Incremental Learning for Named Entity Recognition
  1 May 2022 0 repositories listed
• Incremental Intent Detection for Medical Domain with Contrast Replay Networks
  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
• Towards Open-Set Object Detection and Discovery
  12 Apr 2022 0 repositories listed
• Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration
  10 Apr 2022 0 repositories listed
• Efficient tracking of team sport players with few game-specific annotations
  8 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
• Revisiting a kNN-based Image Classification System with High-capacity Storage
  3 Apr 2022 0 repositories listed
• On the Adaptation to Concept Drift for CTR Prediction
  1 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
• A Closer Look at Knowledge Distillation with Features, Logits, and Gradients
  18 Mar 2022 0 repositories listed
• A New Learning Paradigm for Stochastic Configuration Network: SCN+
  11 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
• Clustering and classification of low-dimensional data in explicit feature map domain: intraoperative pixel-wise diagnosis of adenocarcinoma of a colon in a liver
  7 Mar 2022 0 repositories listed
• Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking
  7 Mar 2022 0 repositories listed
• Learning Incrementally to Segment Multiple Organs in a CT Image
  4 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
• Multi-Teacher Knowledge Distillation for Incremental Implicitly-Refined Classification
  23 Feb 2022 0 repositories listed
• Diagnosing Batch Normalization in Class Incremental Learning
  16 Feb 2022 0 repositories listed
• Improved Aggregating and Accelerating Training Methods for Spatial Graph Neural Networks on Fraud Detection
  14 Feb 2022 0 repositories listed
• False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger
  9 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
• Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer
  22 Jan 2022 0 repositories listed
• Convolutional Cobweb: A Model of Incremental Learning from 2D Images
  18 Jan 2022 0 repositories listed
• Task Formulation Matters When Learning Continuously: A Case Study in Visual Question Answering
  16 Jan 2022 0 repositories listed
• An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs
  7 Jan 2022 0 repositories listed
• Adaptive Online Incremental Learning for Evolving Data Streams
  5 Jan 2022 0 repositories listed
• Sound and Visual Representation Learning with Multiple Pretraining Tasks
  4 Jan 2022 0 repositories listed
• Augmented Geometric Distillation for Data-Free Incremental Person ReID
  1 Jan 2022 0 repositories listed
• Bring Evanescent Representations to Life in Lifelong Class Incremental Learning
  1 Jan 2022 0 repositories listed
• Few-Shot Incremental Learning for Label-to-Image Translation
  1 Jan 2022 0 repositories listed
• MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning
  1 Jan 2022 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.