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Continual Learning

Papers archive 2025-07-28

archive papers tagged: 2,644 · with a code link: 1,142 · where Syntology ran a sample: 337 (288 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (337 of 2,644 tagged: 288 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument)

Page 22 of 27: papers 2,101 to 2,200 of 2,644, 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.

• Challenging Common Assumptions about Catastrophic Forgetting
  10 Jul 2022 0 repositories listed
• Progressive Latent Replay for efficient Generative Rehearsal
  4 Jul 2022 0 repositories listed
• Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System
  1 Jul 2022 0 repositories listed
• Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection
  1 Jul 2022 0 repositories listed
• Continual Learning with Transformers for Image Classification
  28 Jun 2022 0 repositories listed
• Hebbian Continual Representation Learning
  28 Jun 2022 0 repositories listed
• On-device Synaptic Memory Consolidation using Fowler-Nordheim Quantum-tunneling
  27 Jun 2022 0 repositories listed
• Debugging using Orthogonal Gradient Descent
  17 Jun 2022 0 repositories listed
• Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective
  16 Jun 2022 0 repositories listed
• Lifelong Wandering: A realistic few-shot online continual learning setting
  16 Jun 2022 0 repositories listed
• Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
  15 Jun 2022 0 repositories listed
• Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models
  14 Jun 2022 0 repositories listed
• Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites
  14 Jun 2022 0 repositories listed
• What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience
  13 Jun 2022 0 repositories listed
• Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning
  12 Jun 2022 0 repositories listed
• Exploring the Intersection between Neural Architecture Search and Continual Learning
  11 Jun 2022 0 repositories listed
• A Study of Continual Learning Methods for Q-Learning
  8 Jun 2022 0 repositories listed
• Effects of Auxiliary Knowledge on Continual Learning
  3 Jun 2022 0 repositories listed
• Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime
  1 Jun 2022 0 repositories listed
• Continual Object Detection: A review of definitions, strategies, and challenges
  30 May 2022 0 repositories listed
• Feature Forgetting in Continual Representation Learning
  26 May 2022 0 repositories listed
• The Effect of Task Ordering in Continual Learning
  26 May 2022 0 repositories listed
• Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift
  24 May 2022 0 repositories listed
• lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents
  24 May 2022 0 repositories listed
• Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation
  23 May 2022 0 repositories listed
• KRNet: Towards Efficient Knowledge Replay
  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
• How catastrophic can catastrophic forgetting be in linear regression?
  19 May 2022 0 repositories listed
• Interpolating Compressed Parameter Subspaces
  19 May 2022 0 repositories listed
• Continual learning on 3D point clouds with random compressed rehearsal
  16 May 2022 0 repositories listed
• Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation
  10 May 2022 0 repositories listed
• On Continual Model Refinement in Out-of-Distribution Data Streams
  4 May 2022 0 repositories listed
• Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples
  1 May 2022 0 repositories listed
• Resource-Eficient Continual Learning for Sensor-Based Human Activity Recognition
  30 Apr 2022 0 repositories listed
• Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor
  28 Apr 2022 0 repositories listed
• Executive Function: A Contrastive Value Policy for Resampling and Relabeling Perceptions via Hindsight Summarization?
  27 Apr 2022 0 repositories listed
• Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification
  26 Apr 2022 0 repositories listed
• Theoretical Understanding of the Information Flow on Continual Learning Performance
  26 Apr 2022 0 repositories listed
• ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems
  24 Apr 2022 0 repositories listed
• GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
  23 Apr 2022 0 repositories listed
• Memory Bounds for Continual Learning
  22 Apr 2022 0 repositories listed
• Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning
  16 Apr 2022 0 repositories listed
• Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals
  15 Apr 2022 0 repositories listed
• Dynamic Dialogue Policy for Continual Reinforcement Learning
  12 Apr 2022 0 repositories listed
• Generative Negative Replay for Continual Learning
  12 Apr 2022 0 repositories listed
• Out-Of-Distribution Detection In Unsupervised Continual Learning
  12 Apr 2022 0 repositories listed
• CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
  11 Apr 2022 0 repositories listed
• Edge Continual Learning for Dynamic Digital Twins over Wireless Networks
  10 Apr 2022 0 repositories listed
• Information-theoretic Online Memory Selection for Continual Learning
  10 Apr 2022 0 repositories listed
• General Incremental Learning with Domain-aware Categorical Representations
  8 Apr 2022 0 repositories listed
• Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting
  5 Apr 2022 0 repositories listed
• Revisiting a kNN-based Image Classification System with High-capacity Storage
  3 Apr 2022 0 repositories listed
• A Closer Look at Rehearsal-Free Continual Learning
  31 Mar 2022 0 repositories listed
• Gradient-Matching Coresets for Rehearsal-Based Continual Learning
  28 Mar 2022 0 repositories listed
• Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
  27 Mar 2022 0 repositories listed
• Quantum continual learning of quantum data realizing knowledge backward transfer
  26 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)
• Addressing Client Drift in Federated Continual Learning with Adaptive Optimization
  24 Mar 2022 0 repositories listed
• Probing Representation Forgetting in Supervised and Unsupervised Continual Learning
  24 Mar 2022 0 repositories listed
• Tackling Online One-Class Incremental Learning by Removing Negative Contrasts
  24 Mar 2022 0 repositories listed
• Federated Self-Supervised Learning for Acoustic Event Classification
  22 Mar 2022 0 repositories listed
• Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum
  22 Mar 2022 0 repositories listed
• Practical Recommendations for Replay-based Continual Learning Methods
  19 Mar 2022 0 repositories listed
• AI Autonomy : Self-Initiated Open-World Continual Learning and Adaptation
  17 Mar 2022 0 repositories listed
• A Continual Learning Framework for Adaptive Defect Classification and Inspection
  16 Mar 2022 0 repositories listed
• ConTinTin: Continual Learning from Task Instructions
  16 Mar 2022 0 repositories listed
• Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
  14 Mar 2022 0 repositories listed
• Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations
  12 Mar 2022 0 repositories listed
• Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks
  11 Mar 2022 0 repositories listed
• Memory Efficient Continual Learning with Transformers
  9 Mar 2022 0 repositories listed
• On Generalizing Beyond Domains in Cross-Domain Continual Learning
  8 Mar 2022 0 repositories listed
• Continual Horizontal Federated Learning for Heterogeneous Data
  4 Mar 2022 0 repositories listed
• Continual Feature Selection: Spurious Features in Continual Learning
  2 Mar 2022 0 repositories listed
• Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network
  27 Feb 2022 0 repositories listed
• Continual learning-based probabilistic slow feature analysis for multimode dynamic process monitoring
  23 Feb 2022 0 repositories listed
• Explicit Regularization via Regularizer Mirror Descent
  22 Feb 2022 0 repositories listed
• Increasing Depth of Neural Networks for Life-long Learning
  22 Feb 2022 0 repositories listed
• Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
  21 Feb 2022 0 repositories listed
• Continual Learning Beyond a Single Model
  20 Feb 2022 0 repositories listed
• Learning a Shield from Catastrophic Action Effects: Never Repeat the Same Mistake
  19 Feb 2022 0 repositories listed
• Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning
  14 Feb 2022 0 repositories listed
• Exemplar-free Online Continual Learning
  11 Feb 2022 0 repositories listed
• A Neural Network Model of Continual Learning with Cognitive Control
  9 Feb 2022 0 repositories listed
• False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger
  9 Feb 2022 0 repositories listed
• Architecture Matters in Continual Learning
  1 Feb 2022 0 repositories listed
• Continual Learning with Recursive Gradient Optimization
  29 Jan 2022 0 repositories listed
• A neural net architecture based on principles of neural plasticity and development evolves to effectively catch prey in a simulated environment
  28 Jan 2022 0 repositories listed
• Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning
  26 Jan 2022 0 repositories listed
• vCLIMB: A Novel Video Class Incremental Learning Benchmark
  23 Jan 2022 0 repositories listed
• Prospective Learning: Principled Extrapolation to the Future
  19 Jan 2022 0 repositories listed
• Continual Learning for CTR Prediction: A Hybrid Approach
  18 Jan 2022 0 repositories listed
• Logarithmic Continual Learning
  17 Jan 2022 0 repositories listed
• Continual Learning for Seq2Seq Generations with Transformer Calibration
  16 Jan 2022 0 repositories listed
• Cross-lingual Lifelong Learning
  16 Jan 2022 0 repositories listed
• ProQA: Structural Prompt-based Pre-training for Unified Question Answering
  16 Jan 2022 0 repositories listed
• Task Formulation Matters When Learning Continuously: A Case Study in Visual Question Answering
  16 Jan 2022 0 repositories listed
• TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
  16 Jan 2022 0 repositories listed
• Federated Continual Learning for Socially Aware Robotics
  14 Jan 2022 0 repositories listed
• Technical Report for ICCV 2021 Challenge SSLAD-Track3B: Transformers Are Better Continual Learners
  13 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.