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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 9 of 14: papers 801 to 900 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.

• 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
• Coherent Temporal Synthesis for Incremental Action Segmentation
  10 Mar 2024 0 repositories listed
• Probing Image Compression For Class-Incremental Learning
  10 Mar 2024 0 repositories listed
• Towards Efficient Replay in Federated Incremental Learning
  9 Mar 2024 0 repositories listed
• DiffClass: Diffusion-Based Class Incremental Learning
  8 Mar 2024 0 repositories listed
• VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model
  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
• Personalized Negative Reservoir for Incremental Learning in Recommender Systems
  6 Mar 2024 0 repositories listed
• BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection
  5 Mar 2024 0 repositories listed
• Open-world Machine Learning: A Review and New Outlooks
  4 Mar 2024 0 repositories listed
• Learning Causal Features for Incremental Object Detection
  1 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
• EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams
  26 Feb 2024 0 repositories listed
• Hyperdimensional Representation Learning for Node Classification and Link Prediction
  26 Feb 2024 0 repositories listed
• Program-Based Strategy Induction for Reinforcement Learning
  26 Feb 2024 0 repositories listed
• Efficient Parameter Mining and Freezing for Continual Object Detection
  20 Feb 2024 0 repositories listed
• Towards Robust Graph Incremental Learning on Evolving Graphs
  20 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
• A novel spatial-frequency domain network for zero-shot incremental learning
  11 Feb 2024 0 repositories listed
• MAGNETO: Edge AI for Human Activity Recognition -- Privacy and Personalization
  11 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
• Face to Cartoon Incremental Super-Resolution using Knowledge Distillation
  27 Jan 2024 0 repositories listed
• INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning
  22 Jan 2024 0 repositories listed
• P2DT: Mitigating Forgetting in task-incremental Learning with progressive prompt Decision Transformer
  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
• Predicting the structure of dynamic graphs
  8 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
• Decentralised and collaborative machine learning framework for IoT
  19 Dec 2023 0 repositories listed
• CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning
  14 Dec 2023 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
• Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training
  14 Dec 2023 0 repositories listed
• PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning
  14 Dec 2023 0 repositories listed
• IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment
  10 Dec 2023 0 repositories listed
• Dynamic Online Modulation Recognition using Incremental Learning
  7 Dec 2023 0 repositories listed
• Privacy-preserving quantum federated learning via gradient hiding
  7 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
• Continual Learning with Low Rank Adaptation
  29 Nov 2023 0 repositories listed
• OpenSense: An Open-World Sensing Framework for Incremental Learning and Dynamic Sensor Scheduling on Embedded Edge Devices
  29 Nov 2023 0 repositories listed
• OpenNet: Incremental Learning for Autonomous Driving Object Detection with Balanced Loss
  25 Nov 2023 0 repositories listed
• A Blockchain Solution for Collaborative Machine Learning over IoT
  23 Nov 2023 0 repositories listed
• Education distillation:getting student models to learn in shcools
  23 Nov 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
• What Can AutoML Do For Continual Learning?
  20 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
• Towards Plastic and Stable Exemplar-Free Incremental Learning: A Dual-Learner Framework with Cumulative Parameter Averaging
  28 Oct 2023 0 repositories listed
• Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning
  26 Oct 2023 0 repositories listed
• Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos
  24 Oct 2023 0 repositories listed
• Estimating Material Properties of Interacting Objects Using Sum-GP-UCB
  18 Oct 2023 0 repositories listed
• Federated Class-Incremental Learning with Prompting
  13 Oct 2023 0 repositories listed
• Incremental Object Detection with CLIP
  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
• ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks
  3 Oct 2023 0 repositories listed
• Elephant Neural Networks: Born to Be a Continual Learner
  2 Oct 2023 0 repositories listed
• It's all about you: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera
  2 Oct 2023 0 repositories listed
• Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory
  27 Sep 2023 0 repositories listed
• Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning
  26 Sep 2023 0 repositories listed
• MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field
  24 Sep 2023 0 repositories listed
• Multivariate Prototype Representation for Domain-Generalized Incremental Learning
  24 Sep 2023 0 repositories listed
• Clustering-based Domain-Incremental Learning
  21 Sep 2023 0 repositories listed
• RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation
  19 Sep 2023 0 repositories listed
• A Study of Data-driven Methods for Adaptive Forecasting of COVID-19 Cases
  18 Sep 2023 0 repositories listed
• Continual Learning with Dirichlet Generative-based Rehearsal
  13 Sep 2023 0 repositories listed
• Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems
  11 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
• Real-time Learning of Driving Gap Preference for Personalized Adaptive Cruise Control
  10 Sep 2023 0 repositories listed
• Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models
  8 Sep 2023 0 repositories listed
• Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning
  6 Sep 2023 0 repositories listed
• Constructive Incremental Learning for Fault Diagnosis of Rolling Bearings with Ensemble Domain Adaptation
  29 Aug 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

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.