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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 25 of 27: papers 2,401 to 2,500 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 Unified Bayesian Framework for Discriminative and Generative Continual Learning
  1 Jan 2021 0 repositories listed
• Contextual Transformation Networks for Online Continual Learning
  1 Jan 2021 0 repositories listed
• Continual learning with neural activation importance
  1 Jan 2021 0 repositories listed
• Continual Learning Without Knowing Task Identities: Rethinking Occam's Razor
  1 Jan 2021 0 repositories listed
• Highway-Connection Classifier Networks for Plastic yet Stable Continual Learning
  1 Jan 2021 0 repositories listed
• Meta-Continual Learning Via Dynamic Programming
  1 Jan 2021 0 repositories listed
• Mitigating Mode Collapse by Sidestepping Catastrophic Forgetting
  1 Jan 2021 0 repositories listed
• Nonconvex Continual Learning with Episodic Memory
  1 Jan 2021 0 repositories listed
• Online Continual Learning Under Domain Shift
  1 Jan 2021 0 repositories listed
• Towards Learning to Remember in Meta Learning of Sequential Domains
  1 Jan 2021 0 repositories listed
• LISPR: An Options Framework for Policy Reuse with Reinforcement Learning
  29 Dec 2020 0 repositories listed
• Towards Continual Reinforcement Learning: A Review and Perspectives
  25 Dec 2020 0 repositories listed
• Selective Forgetting of Deep Networks at a Finer Level than Samples
  22 Dec 2020 0 repositories listed
• Continual Lifelong Learning in Natural Language Processing: A Survey
  17 Dec 2020 0 repositories listed
• Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition
  17 Dec 2020 0 repositories listed
• Monitoring multimode processes: a modified PCA algorithm with continual learning ability
  13 Dec 2020 0 repositories listed
• Knowledge Capture and Replay for Continual Learning
  12 Dec 2020 0 repositories listed
• Sampling Training Data for Continual Learning Between Robots and the Cloud
  12 Dec 2020 0 repositories listed
• Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning
  6 Dec 2020 0 repositories listed
• Continual Learning of Control Primitives : Skill Discovery via Reset-Games
  1 Dec 2020 0 repositories listed
• LT3 at SemEval-2020 Task 8: Multi-Modal Multi-Task Learning for Memotion Analysis
  1 Dec 2020 0 repositories listed
• Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization
  1 Dec 2020 0 repositories listed
• Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning
  1 Dec 2020 0 repositories listed
• Organizing recurrent network dynamics by task-computation to enable continual learning
  1 Dec 2020 0 repositories listed
• Association: Remind Your GAN not to Forget
  27 Nov 2020 0 repositories listed
• Better Knowledge Retention through Metric Learning
  26 Nov 2020 0 repositories listed
• Generalized Variational Continual Learning
  24 Nov 2020 0 repositories listed
• Conditional Input Gated Low-Rank Perturbations for Continual Learning
  23 Nov 2020 0 repositories listed
• Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games
  23 Nov 2020 0 repositories listed
• Learn to Bind and Grow Neural Structures
  21 Nov 2020 0 repositories listed
• Generalized Continual Zero-Shot Learning
  17 Nov 2020 0 repositories listed
• Gradient Episodic Memory with a Soft Constraint for Continual Learning
  16 Nov 2020 0 repositories listed
• Continual Learning with Deep Artificial Neurons
  13 Nov 2020 0 repositories listed
• Steady State Analysis of Episodic Reinforcement Learning
  12 Nov 2020 0 repositories listed
• Lifelong Learning Without a Task Oracle
  9 Nov 2020 0 repositories listed
• Bilevel Continual Learning
  2 Nov 2020 0 repositories listed
• Modular-Relatedness for Continual Learning
  2 Nov 2020 0 repositories listed
• Continual Learning Long Short Term Memory
  1 Nov 2020 0 repositories listed
• A Study on Efficiency in Continual Learning Inspired by Human Learning
  28 Oct 2020 0 repositories listed
• A Survey on Curriculum Learning
  25 Oct 2020 0 repositories listed
• What is Wrong with Continual Learning in Medical Image Segmentation?
  21 Oct 2020 0 repositories listed
• Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time
  15 Oct 2020 0 repositories listed
• Sequential Changepoint Detection in Neural Networks with Checkpoints
  6 Oct 2020 0 repositories listed
• The Effectiveness of Memory Replay in Large Scale Continual Learning
  6 Oct 2020 0 repositories listed
• Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
  2 Oct 2020 0 repositories listed
• MADRaS : Multi Agent Driving Simulator
  2 Oct 2020 0 repositories listed
• Bayesian Meta-reinforcement Learning for Traffic Signal Control
  1 Oct 2020 0 repositories listed
• Discriminative Representation Loss (DRL): A More Efficient Approach than Gradient Re-Projection in Continual Learning
  28 Sep 2020 0 repositories listed
• Sense and Learn: Self-Supervision for Omnipresent Sensors
  28 Sep 2020 0 repositories listed
• Beneficial Perturbation Network for designing general adaptive artificial intelligence systems
  27 Sep 2020 0 repositories listed
• Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs
  24 Sep 2020 0 repositories listed
• Streaming Graph Neural Networks via Continual Learning
  23 Sep 2020 0 repositories listed
• Measuring Information Transfer in Neural Networks
  16 Sep 2020 0 repositories listed
• KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning
  11 Sep 2020 0 repositories listed
• Routing Networks with Co-training for Continual Learning
  9 Sep 2020 0 repositories listed
• A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning
  3 Sep 2020 0 repositories listed
• Continual Domain Adaptation for Machine Reading Comprehension
  25 Aug 2020 0 repositories listed
• DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping
  16 Aug 2020 0 repositories listed
• Continual Class Incremental Learning for CT Thoracic Segmentation
  12 Aug 2020 0 repositories listed
• A Biologically Plausible Audio-Visual Integration Model for Continual Learning
  17 Jul 2020 0 repositories listed
• Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning
  16 Jul 2020 0 repositories listed
• Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer
  14 Jul 2020 0 repositories listed
• Disentanglement of Color and Shape Representations for Continual Learning
  13 Jul 2020 0 repositories listed
• Graph-Based Continual Learning
  9 Jul 2020 0 repositories listed
• Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes
  1 Jul 2020 0 repositories listed
• Continual Relation Learning via Episodic Memory Activation and Reconsolidation
  1 Jul 2020 0 repositories listed
• Enabling Continual Learning with Differentiable Hebbian Plasticity
  30 Jun 2020 0 repositories listed
• Bookworm continual learning: beyond zero-shot learning and continual learning
  26 Jun 2020 0 repositories listed
• Continual Learning from the Perspective of Compression
  26 Jun 2020 0 repositories listed
• Storing Encoded Episodes as Concepts for Continual Learning
  26 Jun 2020 0 repositories listed
• OvA-INN: Continual Learning with Invertible Neural Networks
  24 Jun 2020 0 repositories listed
• Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions
  22 Jun 2020 0 repositories listed
• Optimization and Generalization of Regularization-Based Continual Learning: a Loss Approximation Viewpoint
  19 Jun 2020 0 repositories listed
• Learning to Learn with Feedback and Local Plasticity
  16 Jun 2020 0 repositories listed
• Chaotic Continual Learning
  14 Jun 2020 0 repositories listed
• Federated and continual learning for classification tasks in a society of devices
  12 Jun 2020 0 repositories listed
• Combining Variational Continual Learning with FiLM Layers
  12 Jun 2020 0 repositories listed
• Efficient Adaptation for End-to-End Vision-Based Robotic Manipulation
  12 Jun 2020 0 repositories listed
• Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer
  12 Jun 2020 0 repositories listed
• Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition
  12 Jun 2020 0 repositories listed
• Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning
  12 Jun 2020 0 repositories listed
• Continual Learning for Affective Computing
  10 Jun 2020 0 repositories listed
• Self-Supervised Learning Aided Class-Incremental Lifelong Learning
  10 Jun 2020 0 repositories listed
• Optimal Continual Learning has Perfect Memory and is NP-hard
  9 Jun 2020 0 repositories listed
• Efficient Architecture Search for Continual Learning
  7 Jun 2020 0 repositories listed
• Brain-inspired global-local learning incorporated with neuromorphic computing
  5 Jun 2020 0 repositories listed
• Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders
  2 Jun 2020 0 repositories listed
• Prediction error-driven memory consolidation for continual learning. On the case of adaptive greenhouse models
  19 May 2020 0 repositories listed
• Continual Learning Using Multi-view Task Conditional Neural Networks
  8 May 2020 0 repositories listed
• Generative Feature Replay with Orthogonal Weight Modification for Continual Learning
  7 May 2020 0 repositories listed
• Incremental Few-Shot Object Detection for Robotics
  6 May 2020 0 repositories listed
• Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos
  5 May 2020 0 repositories listed
• Continual Learning with Bayesian Neural Networks for Non-Stationary Data
  1 May 2020 0 repositories listed
• Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning
  29 Apr 2020 0 repositories listed
• IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report
  26 Apr 2020 0 repositories listed
• Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors
  21 Apr 2020 0 repositories listed
• Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning
  21 Apr 2020 0 repositories listed
• Explainable Goal-Driven Agents and Robots -- A Comprehensive Review
  21 Apr 2020 0 repositories listed
• CLOPS: Continual Learning of Physiological Signals
  20 Apr 2020 0 repositories listed
• Continual Learning with Extended Kronecker-factored Approximate Curvature
  16 Apr 2020 0 repositories listed