Browse State-of-the-Art › Continual Learning › Papers, page 13

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 13 of 27: papers 1,201 to 1,300 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.

• A Conformal Predictive Measure for Assessing Catastrophic Forgetting
  15 May 2025 0 repositories listed
• Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback
  15 May 2025 0 repositories listed
• Task-Core Memory Management and Consolidation for Long-term Continual Learning
  15 May 2025 0 repositories listed
• Preserving Plasticity in Continual Learning with Adaptive Linearity Injection
  14 May 2025 0 repositories listed
• Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning
  13 May 2025 0 repositories listed
• Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis
  13 May 2025 0 repositories listed
• Continual Reinforcement Learning via Autoencoder-Driven Task and New Environment Recognition
  13 May 2025 0 repositories listed
• GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning
  13 May 2025 0 repositories listed
• Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer
  13 May 2025 0 repositories listed
• Adaptive, Robust and Scalable Bayesian Filtering for Online Learning
  12 May 2025 0 repositories listed
• Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models
  12 May 2025 0 repositories listed
• Prototype Augmented Hypernetworks for Continual Learning
  12 May 2025 0 repositories listed
• Ranking-aware Continual Learning for LiDAR Place Recognition
  12 May 2025 0 repositories listed
• Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation
  11 May 2025 0 repositories listed
• CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity
  9 May 2025 0 repositories listed
• Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2
  9 May 2025 0 repositories listed
• Neuro-Symbolic Concepts
  9 May 2025 0 repositories listed
• Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay
  7 May 2025 0 repositories listed
• Efficient Continual Learning in Keyword Spotting using Binary Neural Networks
  5 May 2025 0 repositories listed
• Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation
  4 May 2025 0 repositories listed
• Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse
  25 Apr 2025 0 repositories listed
• QuantBench: Benchmarking AI Methods for Quantitative Investment
  24 Apr 2025 0 repositories listed
• Noise-Tolerant Coreset-Based Class Incremental Continual Learning
  23 Apr 2025 0 repositories listed
• Bayesian Federated Learning for Continual Training
  21 Apr 2025 0 repositories listed
• Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints
  21 Apr 2025 0 repositories listed
• Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning
  20 Apr 2025 0 repositories listed
• Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning
  20 Apr 2025 0 repositories listed
• MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL
  18 Apr 2025 0 repositories listed
• Parameter-Efficient Continual Fine-Tuning: A Survey
  18 Apr 2025 0 repositories listed
• Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
  17 Apr 2025 0 repositories listed
• Self-Controlled Dynamic Expansion Model for Continual Learning
  14 Apr 2025 0 repositories listed
• Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning
  11 Apr 2025 0 repositories listed
• Boosting-inspired online learning with transfer for railway maintenance
  11 Apr 2025 0 repositories listed
• Diachronic and synchronic variation in the performance of adaptive machine learning systems: The ethical challenges
  11 Apr 2025 0 repositories listed
• Enhancing knowledge retention for continual learning with domain-specific adapters and features gating
  11 Apr 2025 0 repositories listed
• Explainability and Continual Learning meet Federated Learning at the Network Edge
  11 Apr 2025 0 repositories listed
• Rethinking the Foundations for Continual Reinforcement Learning
  10 Apr 2025 0 repositories listed
• FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning
  9 Apr 2025 0 repositories listed
• Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss
  9 Apr 2025 0 repositories listed
• Meta-Continual Learning of Neural Fields
  8 Apr 2025 0 repositories listed
• Better Rates for Random Task Orderings in Continual Linear Models
  6 Apr 2025 0 repositories listed
• Memory-Statistics Tradeoff in Continual Learning with Structural Regularization
  5 Apr 2025 0 repositories listed
• BECAME: BayEsian Continual Learning with Adaptive Model MErging
  3 Apr 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• The Self-Learning Agent with a Progressive Neural Network Integrated Transformer
  3 Apr 2025 0 repositories listed
• Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks
  1 Apr 2025 0 repositories listed
• Energy Weighted Learning Progress Guided Interleaved Multi-Task Learning
  1 Apr 2025 0 repositories listed
• Gradient-free Continual Learning
  1 Apr 2025 0 repositories listed
• MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices
  31 Mar 2025 0 repositories listed
• VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving
  29 Mar 2025 0 repositories listed
• A Proposal for Networks Capable of Continual Learning
  28 Mar 2025 0 repositories listed
• Efficient Continual Learning through Frequency Decomposition and Integration
  28 Mar 2025 0 repositories listed
• KAC: Kolmogorov-Arnold Classifier for Continual Learning
  27 Mar 2025 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks
  27 Mar 2025 0 repositories listed
• Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach
  26 Mar 2025 0 repositories listed
• Continual learning via probabilistic exchangeable sequence modelling
  26 Mar 2025 0 repositories listed
• Continual Learning With Quasi-Newton Methods
  25 Mar 2025 0 repositories listed
• Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning
  25 Mar 2025 0 repositories listed
• Experience Replay Addresses Loss of Plasticity in Continual Learning
  25 Mar 2025 0 repositories listed
• Global Convergence of Continual Learning on Non-IID Data
  24 Mar 2025 0 repositories listed
• Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
  24 Mar 2025 0 repositories listed
• Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation
  24 Mar 2025 0 repositories listed
• On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms
  21 Mar 2025 0 repositories listed
• Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems
  21 Mar 2025 0 repositories listed
• Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning
  20 Mar 2025 0 repositories listed
• Continual Multimodal Contrastive Learning
  19 Mar 2025 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Federated Continual 3D Segmentation With Single-round Communication
  19 Mar 2025 0 repositories listed
• World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child
  19 Mar 2025 0 repositories listed
• FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification
  18 Mar 2025 0 repositories listed
• Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception
  18 Mar 2025 0 repositories listed
• Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model
  17 Mar 2025 0 repositories listed
• ProtoDepth: Unsupervised Continual Depth Completion with Prototypes
  17 Mar 2025 0 repositories listed
• A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT
  16 Mar 2025 0 repositories listed
• Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints
  15 Mar 2025 0 repositories listed
• Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?
  13 Mar 2025 0 repositories listed
• Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics
  13 Mar 2025 0 repositories listed
• Sample Compression for Continual Learning
  13 Mar 2025 0 repositories listed
• Enhanced Continual Learning of Vision-Language Models with Model Fusion
  12 Mar 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery
  12 Mar 2025 0 repositories listed
• SoTCKGE:Continual Knowledge Graph Embedding Based on Spatial Offset Transformation
  11 Mar 2025 0 repositories listed
• PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning
  10 Mar 2025 0 repositories listed
• Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks
  10 Mar 2025 0 repositories listed
• A Good Start Matters: Enhancing Continual Learning with Data-Driven Weight Initialization
  9 Mar 2025 0 repositories listed
• Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
  8 Mar 2025 0 repositories listed
• Minion Gated Recurrent Unit for Continual Learning
  8 Mar 2025 0 repositories listed
• Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification
  8 Mar 2025 0 repositories listed
• Knowledge Retention for Continual Model-Based Reinforcement Learning
  6 Mar 2025 0 repositories listed
• No Forgetting Learning: Memory-free Continual Learning
  6 Mar 2025 0 repositories listed
• Synthetic Data is an Elegant GIFT for Continual Vision-Language Models
  6 Mar 2025 0 repositories listed
• Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection
  6 Mar 2025 0 repositories listed
• Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection
  4 Mar 2025 0 repositories listed
• Alchemist: Towards the Design of Efficient Online Continual Learning System
  3 Mar 2025 0 repositories listed
• Parabolic Continual Learning
  3 Mar 2025 0 repositories listed
• CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering
  1 Mar 2025 0 repositories listed
• Efficient Prompting for Continual Adaptation to Missing Modalities
  1 Mar 2025 0 repositories listed
• Continual Learning-Aided Super-Resolution Scheme for Channel Reconstruction and Generalization in OFDM Systems
  28 Feb 2025 0 repositories listed
• PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems
  26 Feb 2025 0 repositories listed
• C-LoRA: Continual Low-Rank Adaptation for Pre-trained Models
  25 Feb 2025 0 repositories listed
• On-device edge learning for IoT data streams: a survey
  25 Feb 2025 0 repositories listed
• PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual Learning
  25 Feb 2025 0 repositories listed
• SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models
  25 Feb 2025 0 repositories listed

Syntology lines on 4 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.