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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 10 of 14: papers 901 to 1,000 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.

• Exemplar-Free Continual Transformer with Convolutions
  22 Aug 2023 0 repositories listed
• Practical Insights on Incremental Learning of New Human Physical Activity on the Edge
  22 Aug 2023 0 repositories listed
• Variational Density Propagation Continual Learning
  22 Aug 2023 0 repositories listed
• An Operating Principle of the Cerebral Cortex, and a Cellular Mechanism for Attentional Trial-and-Error Pattern Learning and Useful Classification Extraction
  21 Aug 2023 0 repositories listed
• An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning
  15 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
• NEOLAF, an LLM-powered neural-symbolic cognitive architecture
  8 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
• MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning
  11 Jul 2023 0 repositories listed
• CognitiveNet: Enriching Foundation Models with Emotions and Awareness
  9 Jul 2023 0 repositories listed
• Federated Unlearning via Active Forgetting
  7 Jul 2023 0 repositories listed
• Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory
  2 Jul 2023 0 repositories listed
• Class-Incremental Learning using Diffusion Model for Distillation and Replay
  30 Jun 2023 0 repositories listed
• Incremental Learning on Food Instance Segmentation
  28 Jun 2023 0 repositories listed
• FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer
  27 Jun 2023 0 repositories listed
• Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning
  21 Jun 2023 0 repositories listed
• Federated Self-Learning with Weak Supervision for Speech Recognition
  21 Jun 2023 0 repositories listed
• TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings
  21 Jun 2023 0 repositories listed
• Multi-View Class Incremental Learning
  16 Jun 2023 0 repositories listed
• Transformers learn through gradual rank increase
  12 Jun 2023 0 repositories listed
• Overcoming the Stability Gap in Continual Learning
  2 Jun 2023 0 repositories listed
• Gradient descent in matrix factorization: Understanding large initialization
  30 May 2023 0 repositories listed
• Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI
  30 May 2023 0 repositories listed
• Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study
  28 May 2023 0 repositories listed
• Just a Glimpse: Rethinking Temporal Information for Video Continual Learning
  28 May 2023 0 repositories listed
• Balanced Supervised Contrastive Learning for Few-Shot Class-Incremental Learning
  26 May 2023 0 repositories listed
• Condensed Prototype Replay for Class Incremental Learning
  25 May 2023 0 repositories listed
• Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation
  18 May 2023 0 repositories listed
• Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation
  15 May 2023 0 repositories listed
• Online Sequence Clustering Algorithm for Video Trajectory Analysis
  15 May 2023 0 repositories listed
• SRIL: Selective Regularization for Class-Incremental Learning
  9 May 2023 0 repositories listed
• Active Continual Learning: On Balancing Knowledge Retention and Learnability
  6 May 2023 0 repositories listed
• Retraining A Graph-based Recommender with Interests Disentanglement
  5 May 2023 0 repositories listed
• Causal Interventions-based Few-Shot Named Entity Recognition
  3 May 2023 0 repositories listed
• Evolving Dictionary Representation for Few-shot Class-incremental Learning
  3 May 2023 0 repositories listed
• Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems
  2 May 2023 0 repositories listed
• Adversary Aware Continual Learning
  27 Apr 2023 0 repositories listed
• Incremental Generalized Category Discovery
  27 Apr 2023 0 repositories listed
• eTag: Class-Incremental Learning with Embedding Distillation and Task-Oriented Generation
  20 Apr 2023 0 repositories listed
• Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
  20 Apr 2023 0 repositories listed
• A Survey on Few-Shot Class-Incremental Learning
  17 Apr 2023 0 repositories listed
• Always Strengthen Your Strengths: A Drift-Aware Incremental Learning Framework for CTR Prediction
  17 Apr 2023 0 repositories listed
• 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
• Density Map Distillation for Incremental Object Counting
  11 Apr 2023 0 repositories listed
• ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning
  10 Apr 2023 0 repositories listed
• iPINNs: Incremental learning for Physics-informed neural networks
  10 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
• Saddle-to-Saddle Dynamics in Diagonal Linear Networks
  2 Apr 2023 0 repositories listed
• ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification
  1 Apr 2023 0 repositories listed
• Deep neural operator for learning transient response of interpenetrating phase composites subject to dynamic loading
  30 Mar 2023 0 repositories listed
• GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs
  28 Mar 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
• Deep incremental learning models for financial temporal tabular datasets with distribution shifts
  14 Mar 2023 0 repositories listed
• Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation
  10 Mar 2023 0 repositories listed
• Lifelong Machine Learning Potentials
  10 Mar 2023 0 repositories listed
• iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
  2 Mar 2023 0 repositories listed
• Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation
  28 Feb 2023 0 repositories listed
• Incremental Learning of Acoustic Scenes and Sound Events
  28 Feb 2023 0 repositories listed
• Detachedly Learn a Classifier for Class-Incremental Learning
  23 Feb 2023 0 repositories listed
• FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis
  23 Feb 2023 0 repositories listed
• Open-World Object Detection via Discriminative Class Prototype Learning
  23 Feb 2023 0 repositories listed
• On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge
  18 Feb 2023 0 repositories listed
• What A Situated Language-Using Agent Must be Able to Do: A Top-Down Analysis
  16 Feb 2023 0 repositories listed
• Semantic Image Segmentation: Two Decades of Research
  13 Feb 2023 0 repositories listed
• SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data
  12 Feb 2023 0 repositories listed
• On the Limitation and Experience Replay for GNNs in Continual Learning
  7 Feb 2023 0 repositories listed
• Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning
  28 Jan 2023 0 repositories listed
• TIDo: Source-free Task Incremental Learning in Non-stationary Environments
  28 Jan 2023 0 repositories listed
• Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing
  27 Jan 2023 0 repositories listed
• Explain What You See: Open-Ended Segmentation and Recognition of Occluded 3D Objects
  17 Jan 2023 0 repositories listed
• Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding
  17 Jan 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
• On the challenges to learn from Natural Data Streams
  9 Jan 2023 0 repositories listed
• Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning
  6 Jan 2023 0 repositories listed
• Dissecting Continual Learning a Structural and Data Analysis
  3 Jan 2023 0 repositories listed
• CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning
  1 Jan 2023 0 repositories listed
• CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network
  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
• MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer
  1 Jan 2023 0 repositories listed
• Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference
  1 Jan 2023 0 repositories listed
• Poly-PC: A Polyhedral Network for Multiple Point Cloud Tasks at Once
  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
• Broad Learning System with Takagi-Sugeno Fuzzy Subsystem for Tobacco Origin Identification based on Near Infrared Spectroscopy
  31 Dec 2022 0 repositories listed