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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 23 of 27: papers 2,201 to 2,300 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.

• Incremental Knowledge Tracing from Multiple Schools
  7 Jan 2022 0 repositories listed
• Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding
  5 Jan 2022 0 repositories listed
• Mixture of basis for interpretable continual learning with distribution shifts
  5 Jan 2022 0 repositories listed
• Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation
  1 Jan 2022 0 repositories listed
• Continual Learning With Lifelong Vision Transformer
  1 Jan 2022 0 repositories listed
• Rethinking Video Anomaly Detection - A Continual Learning Approach
  1 Jan 2022 0 repositories listed
• Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship
  31 Dec 2021 0 repositories listed
• Generative Kernel Continual learning
  26 Dec 2021 0 repositories listed
• LPC: A Logits and Parameter Calibration Framework on Continual Learning
  17 Dec 2021 0 repositories listed
• On the Uncertain Single-View Depths in Colonoscopies
  16 Dec 2021 0 repositories listed
• Assessing Human Interaction in Virtual Reality With Continually Learning Prediction Agents Based on Reinforcement Learning Algorithms: A Pilot Study
  14 Dec 2021 0 repositories listed
• Concept Representation Learning with Contrastive Self-Supervised Learning
  10 Dec 2021 0 repositories listed
• Quantum Architecture Search via Continual Reinforcement Learning
  10 Dec 2021 0 repositories listed
• Gradient-matching coresets for continual learning
  9 Dec 2021 0 repositories listed
• CoMPS: Continual Meta Policy Search
  8 Dec 2021 0 repositories listed
• CSG0: Continual Urban Scene Generation with Zero Forgetting
  6 Dec 2021 0 repositories listed
• Is Class-Incremental Enough for Continual Learning?
  6 Dec 2021 0 repositories listed
• Seeing Objects in dark with Continual Contrastive Learning
  6 Dec 2021 0 repositories listed
• Contrastive Continual Learning with Feature Propagation
  3 Dec 2021 0 repositories listed
• Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting
  3 Dec 2021 0 repositories listed
• BNS: Building Network Structures Dynamically for Continual Learning
  1 Dec 2021 0 repositories listed
• Lifelong Domain Adaptation via Consolidated Internal Distribution
  1 Dec 2021 0 repositories listed
• Mitigating Forgetting in Online Continual Learning with Neuron Calibration
  1 Dec 2021 0 repositories listed
• On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning
  1 Dec 2021 0 repositories listed
• Hierarchical Prototype Networks for Continual Graph Representation Learning
  30 Nov 2021 0 repositories listed
• Latent Space based Memory Replay for Continual Learning in Artificial Neural Networks
  26 Nov 2021 0 repositories listed
• Non-IID data and Continual Learning processes in Federated Learning: A long road ahead
  26 Nov 2021 0 repositories listed
• Fixed Points in Cyber Space: Rethinking Optimal Evasion Attacks in the Age of AI-NIDS
  23 Nov 2021 0 repositories listed
• Reviewing continual learning from the perspective of human-level intelligence
  23 Nov 2021 0 repositories listed
• Can Sequential Bayesian Inference Solve Continual Learning?
  22 Nov 2021 0 repositories listed
• FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning
  22 Nov 2021 0 repositories listed
• Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification
  19 Nov 2021 0 repositories listed
• GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning
  18 Nov 2021 0 repositories listed
• Sustainable Artificial Intelligence through Continual Learning
  17 Nov 2021 0 repositories listed
• Consecutive Task-oriented Dialog Policy Learning
  16 Nov 2021 0 repositories listed
• Continual Prompt Tuning for Dialog State Tracking
  16 Nov 2021 0 repositories listed
• Power Norm Based Lifelong Learning for Paraphrase Generations
  16 Nov 2021 0 repositories listed
• A Meta-Learned Neuron model for Continual Learning
  3 Nov 2021 0 repositories listed
• One Pass ImageNet
  3 Nov 2021 0 repositories listed
• Deep learning via message passing algorithms based on belief propagation
  27 Oct 2021 0 repositories listed
• Provable Lifelong Learning of Representations
  27 Oct 2021 0 repositories listed
• Brain-inspired feature exaggeration in generative replay for continual learning
  26 Oct 2021 0 repositories listed
• Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications
  25 Oct 2021 0 repositories listed
• Center Loss Regularization for Continual Learning
  21 Oct 2021 0 repositories listed
• Wide Neural Networks Forget Less Catastrophically
  21 Oct 2021 0 repositories listed
• A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays
  20 Oct 2021 0 repositories listed
• Continual Learning in Multilingual NMT via Language-Specific Embeddings
  20 Oct 2021 0 repositories listed
• A Simple Approach to Continual Learning by Transferring Skill Parameters
  19 Oct 2021 0 repositories listed
• Dendritic Self-Organizing Maps for Continual Learning
  18 Oct 2021 0 repositories listed
• Growing Representation Learning
  17 Oct 2021 0 repositories listed
• Online Continual Learning Via Candidates Voting
  17 Oct 2021 0 repositories listed
• Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
  16 Oct 2021 0 repositories listed
• FedSpeech: Federated Text-to-Speech with Continual Learning
  14 Oct 2021 0 repositories listed
• Block Contextual MDPs for Continual Learning
  13 Oct 2021 0 repositories listed
• Continual learning using lattice-free MMI for speech recognition
  13 Oct 2021 0 repositories listed
• Cognitively Inspired Learning of Incremental Drifting Concepts
  9 Oct 2021 0 repositories listed
• Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning
  6 Oct 2021 0 repositories listed
• Hypernetworks for Continual Semi-Supervised Learning
  5 Oct 2021 0 repositories listed
• GROWN: GRow Only When Necessary for Continual Learning
  3 Oct 2021 0 repositories listed
• A Unified Knowledge Distillation Framework for Deep Directed Graphical Models
  29 Sep 2021 0 repositories listed
• ACCTS: an Adaptive Model Training Policy for Continuous Classification of Time Series
  29 Sep 2021 0 repositories listed
• Brain insights improve RNNs' accuracy and robustness for hierarchical control of continually learned autonomous motor motifs
  29 Sep 2021 0 repositories listed
• Chameleon Sampling: Diverse and Pure Example Selection for Online Continual Learning with Noisy Labels
  29 Sep 2021 0 repositories listed
• Closed-loop Control for Online Continual Learning
  29 Sep 2021 0 repositories listed
• Continual Learning of Neural Networks for Realtime Wireline Cable Position Inference
  29 Sep 2021 0 repositories listed
• Continual Learning Using Pseudo-Replay via Latent Space Sampling
  29 Sep 2021 0 repositories listed
• Continual Learning Using Task Conditional Neural Networks
  29 Sep 2021 0 repositories listed
• Continual Learning via Low-Rank Network Updates
  29 Sep 2021 0 repositories listed
• Design and Evaluation for Robust Continual Learning
  29 Sep 2021 0 repositories listed
• Designing Less Forgetful Networks for Continual Learning
  29 Sep 2021 0 repositories listed
• Effect of scale on catastrophic forgetting in neural networks
  29 Sep 2021 0 repositories listed
• Ensembles and Encoders for Task-Free Continual Learning
  29 Sep 2021 0 repositories listed
• Gradient Imbalance and solution in Online Continual learning
  29 Sep 2021 0 repositories listed
• Learn the Time to Learn: Replay Scheduling for Continual Learning
  29 Sep 2021 0 repositories listed
• Mako: Semi-supervised continual learning with minimal labeled data via data programming
  29 Sep 2021 0 repositories listed
• Model Zoo: A Growing Brain That Learns Continually
  29 Sep 2021 0 repositories listed
• On the Convergence of Nonconvex Continual Learning with Adaptive Learning Rate
  29 Sep 2021 0 repositories listed
• Optimizing Class Distribution in Memory for Multi-Label Continual Learning
  29 Sep 2021 0 repositories listed
• Partially Relaxed Masks for Lightweight Knowledge Transfer without Forgetting in Continual Learning
  29 Sep 2021 0 repositories listed
• Pretrained Language Model in Continual Learning: A Comparative Study
  29 Sep 2021 0 repositories listed
• Towards a theory of out-of-distribution learning
  29 Sep 2021 0 repositories listed
• Formalizing the Generalization-Forgetting Trade-off in Continual Learning
  28 Sep 2021 0 repositories listed
• Bayesian deep learning of affordances from RGB images
  27 Sep 2021 0 repositories listed
• Recent Advances of Continual Learning in Computer Vision: An Overview
  23 Sep 2021 0 repositories listed
• Towards Generalized and Incremental Few-Shot Object Detection
  23 Sep 2021 0 repositories listed
• Continual Learning with Memory Cascades
  22 Sep 2021 0 repositories listed
• Learning offline: memory replay in biological and artificial reinforcement learning
  21 Sep 2021 0 repositories listed
• Unsupervised Continual Learning in Streaming Environments
  20 Sep 2021 0 repositories listed
• Class incremental learning for video action classification
  19 Sep 2021 0 repositories listed
• Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments
  16 Sep 2021 0 repositories listed
• A distillation-based approach integrating continual learning and federated learning for pervasive services
  9 Sep 2021 0 repositories listed
• On robustness of generative representations against catastrophic forgetting
  4 Sep 2021 0 repositories listed
• How Does Adversarial Fine-Tuning Benefit BERT?
  31 Aug 2021 0 repositories listed
• Prototype-Guided Memory Replay for Continual Learning
  28 Aug 2021 0 repositories listed
• Detection and Continual Learning of Novel Face Presentation Attacks
  27 Aug 2021 0 repositories listed
• Continual learning under domain transfer with sparse synaptic bursting
  26 Aug 2021 0 repositories listed
• Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts
  24 Aug 2021 0 repositories listed
• Principal Gradient Direction and Confidence Reservoir Sampling for Continual Learning
  21 Aug 2021 0 repositories listed
• An Investigation of Replay-based Approaches for Continual Learning
  15 Aug 2021 0 repositories listed
• Online Continual Learning For Visual Food Classification
  15 Aug 2021 0 repositories listed