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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 24 of 27: papers 2,301 to 2,400 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.

• Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations
  12 Aug 2021 0 repositories listed
• Discriminative Distillation to Reduce Class Confusion in Continual Learning
  11 Aug 2021 0 repositories listed
• Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior
  10 Aug 2021 0 repositories listed
• Quantum Continual Learning Overcoming Catastrophic Forgetting
  5 Aug 2021 0 repositories listed
• Learning to Solve NLP Tasks in an Incremental Number of Languages
  1 Aug 2021 0 repositories listed
• Preserving Cross-Linguality of Pre-trained Models via Continual Learning
  1 Aug 2021 0 repositories listed
• On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models
  31 Jul 2021 0 repositories listed
• Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
  28 Jul 2021 0 repositories listed
• Continual Learning with Neuron Activation Importance
  27 Jul 2021 0 repositories listed
• An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning
  26 Jul 2021 0 repositories listed
• In Defense of the Learning Without Forgetting for Task Incremental Learning
  26 Jul 2021 0 repositories listed
• GopGAN: Gradients Orthogonal Projection Generative Adversarial Network With Continual Learning
  16 Jul 2021 0 repositories listed
• AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training
  13 Jul 2021 0 repositories listed
• Contrast R-CNN for Continual Learning in Object Detection
  11 Jul 2021 0 repositories listed
• ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data
  11 Jul 2021 0 repositories listed
• Behavior Self-Organization Supports Task Inference for Continual Robot Learning
  9 Jul 2021 0 repositories listed
• A Fixed Version of Quadratic Program in Gradient Episodic Memory
  7 Jul 2021 0 repositories listed
• Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries
  7 Jul 2021 0 repositories listed
• Improving Human Motion Prediction Through Continual Learning
  1 Jul 2021 0 repositories listed
• Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach
  28 Jun 2021 0 repositories listed
• Continual Learning via Inter-Task Synaptic Mapping
  26 Jun 2021 0 repositories listed
• Task-agnostic Continual Learning with Hybrid Probabilistic Models
  24 Jun 2021 0 repositories listed
• A Comprehensive Survey of Image-Based Food Recognition and Volume Estimation Methods for Dietary Assessment
  21 Jun 2021 0 repositories listed
• ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation
  19 Jun 2021 0 repositories listed
• Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation
  19 Jun 2021 0 repositories listed
• Image De-Raining via Continual Learning
  19 Jun 2021 0 repositories listed
• SPeCiaL: Self-Supervised Pretraining for Continual Learning
  16 Jun 2021 0 repositories listed
• SynthASR: Unlocking Synthetic Data for Speech Recognition
  14 Jun 2021 0 repositories listed
• Generative Feature-driven Image Replay for Continual Learning
  9 Jun 2021 0 repositories listed
• Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition
  7 Jun 2021 0 repositories listed
• Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks
  6 Jun 2021 0 repositories listed
• ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems
  6 Jun 2021 0 repositories listed
• Language Scaling for Universal Suggested Replies Model
  4 Jun 2021 0 repositories listed
• Continual Learning in Deep Networks: an Analysis of the Last Layer
  3 Jun 2021 0 repositories listed
• Online Coreset Selection for Rehearsal-based Continual Learning
  2 Jun 2021 0 repositories listed
• Personalizing Pre-trained Models
  2 Jun 2021 0 repositories listed
• Combining Weakly Supervised ML Techniques for Low-Resource NLU
  1 Jun 2021 0 repositories listed
• Continual Learning for Neural Machine Translation
  1 Jun 2021 0 repositories listed
• A study on the plasticity of neural networks
  31 May 2021 0 repositories listed
• Smaller Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning
  28 May 2021 0 repositories listed
• A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks
  27 May 2021 0 repositories listed
• Concept drift detection and adaptation for federated and continual learning
  27 May 2021 0 repositories listed
• Encoders and Ensembles for Task-Free Continual Learning
  27 May 2021 0 repositories listed
• Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks
  26 May 2021 0 repositories listed
• Hierarchical Prototype Network for Continual Graph Representation Learning
  21 May 2021 0 repositories listed
• Mitigating Forgetting in Online Continual Learning with Neuron Calibration
  21 May 2021 0 repositories listed
• ACAE-REMIND for Online Continual Learning with Compressed Feature Replay
  18 May 2021 0 repositories listed
• Layerwise Optimization by Gradient Decomposition for Continual Learning
  17 May 2021 0 repositories listed
• Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks
  16 May 2021 0 repositories listed
• DocReader: Bounding-Box Free Training of a Document Information Extraction Model
  10 May 2021 0 repositories listed
• Elastic Weight Consolidation (EWC): Nuts and Bolts
  10 May 2021 0 repositories listed
• Continual Learning on the Edge with TensorFlow Lite
  5 May 2021 0 repositories listed
• Schematic Memory Persistence and Transience for Efficient and Robust Continual Learning
  5 May 2021 0 repositories listed
• A Deep Learning Framework for Lifelong Machine Learning
  1 May 2021 0 repositories listed
• Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System
  28 Apr 2021 0 repositories listed
• Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors
  28 Apr 2021 0 repositories listed
• Continual Distributed Learning for Crisis Management
  26 Apr 2021 0 repositories listed
• VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution
  22 Apr 2021 0 repositories listed
• Concept Drift Detection from Multi-Class Imbalanced Data Streams
  20 Apr 2021 0 repositories listed
• Continual Learning with Fully Probabilistic Models
  19 Apr 2021 0 repositories listed
• Few-shot Continual Learning: a Brain-inspired Approach
  19 Apr 2021 0 repositories listed
• Overcoming Catastrophic Forgetting with Gaussian Mixture Replay
  19 Apr 2021 0 repositories listed
• Dynamically Addressing Unseen Rumor via Continual Learning
  18 Apr 2021 0 repositories listed
• Lifelong Learning with Sketched Structural Regularization
  17 Apr 2021 0 repositories listed
• Continual Learning for Fake Audio Detection
  15 Apr 2021 0 repositories listed
• Unsupervised Continual Learning Via Pseudo Labels
  14 Apr 2021 0 repositories listed
• Continual learning in cross-modal retrieval
  14 Apr 2021 0 repositories listed
• Unsupervised Class-Incremental Learning Through Confusion
  9 Apr 2021 0 repositories listed
• Understanding Continual Learning Settings with Data Distribution Drift Analysis
  4 Apr 2021 0 repositories listed
• Lifelong Knowledge-Enriched Social Event Representation Learning
  1 Apr 2021 0 repositories listed
• Rectification-based Knowledge Retention for Continual Learning
  30 Mar 2021 0 repositories listed
• Continual Speaker Adaptation for Text-to-Speech Synthesis
  26 Mar 2021 0 repositories listed
• Self-Supervised Training Enhances Online Continual Learning
  25 Mar 2021 0 repositories listed
• Balanced softmax cross-entropy for incremental learning with and without memory
  23 Mar 2021 0 repositories listed
• Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  15 Mar 2021 0 repositories listed
• Online Learning with Radial Basis Function Networks
  15 Mar 2021 0 repositories listed
• Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  15 Mar 2021 0 repositories listed
• Learning Novel Objects Continually Through Curiosity
  13 Mar 2021 0 repositories listed
• Continual Learning for Recurrent Neural Networks: an Empirical Evaluation
  12 Mar 2021 0 repositories listed
• Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution
  11 Mar 2021 0 repositories listed
• Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations
  10 Mar 2021 0 repositories listed
• Continual Density Ratio Estimation in an Online Setting
  9 Mar 2021 0 repositories listed
• CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks
  6 Mar 2021 0 repositories listed
• Few-Shot Lifelong Learning
  1 Mar 2021 0 repositories listed
• SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments
  28 Feb 2021 0 repositories listed
• On regret bounds for continual single-index learning
  25 Feb 2021 0 repositories listed
• Joint Intent Detection And Slot Filling Based on Continual Learning Model
  22 Feb 2021 0 repositories listed
• Continual Learning from Synthetic Data for a Humanoid Exercise Robot
  19 Feb 2021 0 repositories listed
• DO-GAN: A Double Oracle Framework for Generative Adversarial Networks
  17 Feb 2021 0 repositories listed
• Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models
  16 Feb 2021 0 repositories listed
• One-shot learning for the long term: consolidation with an artificial hippocampal algorithm
  15 Feb 2021 0 repositories listed
• Continual Learning of Visual Concepts for Robots through Limited Supervision
  26 Jan 2021 0 repositories listed
• Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy
  25 Jan 2021 0 repositories listed
• Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey
  25 Jan 2021 0 repositories listed
• Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence
  22 Jan 2021 0 repositories listed
• Generative Replay-based Continual Zero-Shot Learning
  22 Jan 2021 0 repositories listed
• Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data
  15 Jan 2021 0 repositories listed
• CLeaR: An Adaptive Continual Learning Framework for Regression Tasks
  4 Jan 2021 0 repositories listed
• ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning
  2 Jan 2021 0 repositories listed
• Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing
  2 Jan 2021 0 repositories listed