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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 19 of 27: papers 1,801 to 1,900 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.

• Neuronal Auditory Machine Intelligence (NEURO-AMI) In Perspective
  14 Oct 2023 0 repositories listed
• Continual Learning via Manifold Expansion Replay
  12 Oct 2023 0 repositories listed
• STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment
  12 Oct 2023 0 repositories listed
• Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning
  12 Oct 2023 0 repositories listed
• Diagnosing Catastrophe: Large parts of accuracy loss in continual learning can be accounted for by readout misalignment
  9 Oct 2023 0 repositories listed
• TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
  9 Oct 2023 0 repositories listed
• EdgeFD: An Edge-Friendly Drift-Aware Fault Diagnosis System for Industrial IoT
  7 Oct 2023 0 repositories listed
• Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
  7 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
• MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts
  3 Oct 2023 0 repositories listed
• All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization
  2 Oct 2023 0 repositories listed
• Elephant Neural Networks: Born to Be a Continual Learner
  2 Oct 2023 0 repositories listed
• Towards guarantees for parameter isolation in continual learning
  2 Oct 2023 0 repositories listed
• On the Disconnect Between Theory and Practice of Neural Networks: Limits of the NTK Perspective
  29 Sep 2023 0 repositories listed
• Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation
  29 Sep 2023 0 repositories listed
• Robust Internal Representations for Domain Generalization
  27 Sep 2023 0 repositories listed
• Memory-Efficient Continual Learning Object Segmentation for Long Video
  26 Sep 2023 0 repositories listed
• Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning
  26 Sep 2023 0 repositories listed
• Clustering-based Domain-Incremental Learning
  21 Sep 2023 0 repositories listed
• Rewiring Neurons in Non-Stationary Environments
  21 Sep 2023 0 repositories listed
• RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation
  19 Sep 2023 0 repositories listed
• Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks
  18 Sep 2023 0 repositories listed
• Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?
  18 Sep 2023 0 repositories listed
• Self-Sustaining Multiple Access with Continual Deep Reinforcement Learning for Dynamic Metaverse Applications
  18 Sep 2023 0 repositories listed
• A Continual Learning Paradigm for Non-differentiable Visual Programming Frameworks on Visual Reasoning Tasks
  18 Sep 2023 0 repositories listed
• SHAPNN: Shapley Value Regularized Tabular Neural Network
  15 Sep 2023 0 repositories listed
• Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization
  15 Sep 2023 0 repositories listed
• VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference
  15 Sep 2023 0 repositories listed
• Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology
  14 Sep 2023 0 repositories listed
• Semantic Parsing in Limited Resource Conditions
  14 Sep 2023 0 repositories listed
• Continual Learning with Dirichlet Generative-based Rehearsal
  13 Sep 2023 0 repositories listed
• Domain-Aware Augmentations for Unsupervised Online General Continual Learning
  13 Sep 2023 0 repositories listed
• Continual Robot Learning using Self-Supervised Task Inference
  10 Sep 2023 0 repositories listed
• UER: A Heuristic Bias Addressing Approach for Online Continual Learning
  8 Sep 2023 0 repositories listed
• Continual Cross-Dataset Adaptation in Road Surface Classification
  5 Sep 2023 0 repositories listed
• Instant Continual Learning of Neural Radiance Fields
  4 Sep 2023 0 repositories listed
• On the Query Strategies for Efficient Online Active Distillation
  4 Sep 2023 0 repositories listed
• Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
  3 Sep 2023 0 repositories listed
• New metrics for analyzing continual learners
  1 Sep 2023 0 repositories listed
• Continual Learning From a Stream of APIs
  31 Aug 2023 0 repositories listed
• On-Device Learning with Binary Neural Networks
  29 Aug 2023 0 repositories listed
• Online Continual Learning on Hierarchical Label Expansion
  28 Aug 2023 0 repositories listed
• Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay
  27 Aug 2023 0 repositories listed
• Universal Graph Continual Learning
  27 Aug 2023 0 repositories listed
• GRASP: A Rehearsal Policy for Efficient Online Continual Learning
  25 Aug 2023 0 repositories listed
• A Continual Learning Approach for Cross-Domain White Blood Cell Classification
  24 Aug 2023 0 repositories listed
• Maintaining Plasticity in Continual Learning via Regenerative Regularization
  23 Aug 2023 0 repositories listed
• Exemplar-Free Continual Transformer with Convolutions
  22 Aug 2023 0 repositories listed
• Variational Density Propagation Continual Learning
  22 Aug 2023 0 repositories listed
• Real World Time Series Benchmark Datasets with Distribution Shifts: Global Crude Oil Price and Volatility
  21 Aug 2023 0 repositories listed
• A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction
  17 Aug 2023 0 repositories listed
• Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey
  16 Aug 2023 0 repositories listed
• Graph Relation Aware Continual Learning
  16 Aug 2023 0 repositories listed
• Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting
  14 Aug 2023 0 repositories listed
• IOB: Integrating Optimization Transfer and Behavior Transfer for Multi-Policy Reuse
  14 Aug 2023 0 repositories listed
• Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network
  9 Aug 2023 0 repositories listed
• Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures
  8 Aug 2023 0 repositories listed
• WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs Dataset
  7 Aug 2023 0 repositories listed
• Efficient Model Adaptation for Continual Learning at the Edge
  3 Aug 2023 0 repositories listed
• Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning
  3 Aug 2023 0 repositories listed
• Training Data Protection with Compositional Diffusion Models
  2 Aug 2023 0 repositories listed
• Continual Learning in Predictive Autoscaling
  29 Jul 2023 0 repositories listed
• Detecting Morphing Attacks via Continual Incremental Training
  27 Jul 2023 0 repositories listed
• XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge
  21 Jul 2023 0 repositories listed
• A Definition of Continual Reinforcement Learning
  20 Jul 2023 0 repositories listed
• Self-paced Weight Consolidation for Continual Learning
  20 Jul 2023 0 repositories listed
• Online Continual Learning for Robust Indoor Object Recognition
  19 Jul 2023 0 repositories listed
• Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition
  14 Jul 2023 0 repositories listed
• The complexity of non-stationary reinforcement learning
  13 Jul 2023 0 repositories listed
• Towards Robust and Efficient Continual Language Learning
  11 Jul 2023 0 repositories listed
• Advances and Challenges in Meta-Learning: A Technical Review
  10 Jul 2023 0 repositories listed
• Continual Learning as Computationally Constrained Reinforcement Learning
  10 Jul 2023 0 repositories listed
• Fed-CPrompt: Contrastive Prompt for Rehearsal-Free Federated Continual Learning
  10 Jul 2023 0 repositories listed
• Class-Incremental Mixture of Gaussians for Deep Continual Learning
  9 Jul 2023 0 repositories listed
• Exploring Continual Learning for Code Generation Models
  5 Jul 2023 0 repositories listed
• Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory
  2 Jul 2023 0 repositories listed
• Long-Tailed Continual Learning For Visual Food Recognition
  1 Jul 2023 0 repositories listed
• An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training
  29 Jun 2023 0 repositories listed
• The Importance of Robust Features in Mitigating Catastrophic Forgetting
  29 Jun 2023 0 repositories listed
• Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework
  23 Jun 2023 0 repositories listed
• Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion
  23 Jun 2023 0 repositories listed
• Continual Learners are Incremental Model Generalizers
  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
• Universal adversarial perturbations for multiple classification tasks with quantum classifiers
  21 Jun 2023 0 repositories listed
• Eight challenges in developing theory of intelligence
  20 Jun 2023 0 repositories listed
• IF2Net: Innately Forgetting-Free Networks for Continual Learning
  18 Jun 2023 0 repositories listed
• Studying Generalization on Memory-Based Methods in Continual Learning
  16 Jun 2023 0 repositories listed
• Heterogeneous Continual Learning
  14 Jun 2023 0 repositories listed
• Kalman Filter for Online Classification of Non-Stationary Data
  14 Jun 2023 0 repositories listed
• POP: Prompt Of Prompts for Continual Learning
  14 Jun 2023 0 repositories listed
• Continual Learning in Linear Classification on Separable Data
  6 Jun 2023 0 repositories listed
• Fast Context Adaptation in Cost-Aware Continual Learning
  6 Jun 2023 0 repositories listed
• Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory
  6 Jun 2023 0 repositories listed
• Continual Learning with Pretrained Backbones by Tuning in the Input Space
  5 Jun 2023 0 repositories listed
• Evaluating Continual Learning on a Home Robot
  4 Jun 2023 0 repositories listed
• Towards Robust Feature Learning with t-vFM Similarity for Continual Learning
  4 Jun 2023 0 repositories listed
• A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions
  3 Jun 2023 0 repositories listed
• Overcoming the Stability Gap in Continual Learning
  2 Jun 2023 0 repositories listed
• SACSoN: Scalable Autonomous Control for Social Navigation
  2 Jun 2023 0 repositories listed