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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 26 of 27: papers 2,501 to 2,600 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 Learning for Anomaly Detection in Surveillance Videos
  15 Apr 2020 0 repositories listed
• Hidden Markov Neural Networks
  15 Apr 2020 0 repositories listed
• CALM: Continuous Adaptive Learning for Language Modeling
  8 Apr 2020 0 repositories listed
• Continual Domain-Tuning for Pretrained Language Models
  5 Apr 2020 0 repositories listed
• Continual Learning with Node-Importance based Adaptive Group Sparse Regularization
  30 Mar 2020 0 repositories listed
• Action Localization through Continual Predictive Learning
  26 Mar 2020 0 repositories listed
• Online Continual Learning on Sequences
  20 Mar 2020 0 repositories listed
• Metaplasticity in Multistate Memristor Synaptic Networks
  26 Feb 2020 0 repositories listed
• Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks
  17 Feb 2020 0 repositories listed
• Adapting to Unseen Environments through Explicit Representation of Context
  13 Feb 2020 0 repositories listed
• Ternary Feature Masks: zero-forgetting for task-incremental learning
  23 Jan 2020 0 repositories listed
• What's a Good Prediction? Challenges in evaluating an agent's knowledge
  23 Jan 2020 0 repositories listed
• Continual Learning for Domain Adaptation in Chest X-ray Classification
  16 Jan 2020 0 repositories listed
• Human Action Recognition and Assessment via Deep Neural Network Self-Organization
  4 Jan 2020 0 repositories listed
• Attacking Lifelong Learning Models with Gradient Reversion
  1 Jan 2020 0 repositories listed
• Online Continual Learning from Imbalanced Data
  1 Jan 2020 0 repositories listed
• How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning
  10 Dec 2019 0 repositories listed
• Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing
  10 Dec 2019 0 repositories listed
• Regularization Shortcomings for Continual Learning
  6 Dec 2019 0 repositories listed
• Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
  4 Dec 2019 0 repositories listed
• Overcoming Catastrophic Forgetting by Generative Regularization
  3 Dec 2019 0 repositories listed
• Just Ask:An Interactive Learning Framework for Vision and Language Navigation
  2 Dec 2019 0 repositories listed
• GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal
  27 Nov 2019 0 repositories listed
• A Conceptual Framework for Lifelong Learning
  21 Nov 2019 0 repositories listed
• Continual Learning with Adaptive Weights (CLAW)
  21 Nov 2019 0 repositories listed
• Finding a human-like classifier
  13 Nov 2019 0 repositories listed
• Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling
  12 Nov 2019 0 repositories listed
• Making Good on LSTMs' Unfulfilled Promise
  11 Nov 2019 0 repositories listed
• A Progressive Model to Enable Continual Learning for Semantic Slot Filling
  1 Nov 2019 0 repositories listed
• Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning
  24 Oct 2019 0 repositories listed
• Orthogonal Gradient Descent for Continual Learning
  15 Oct 2019 0 repositories listed
• Continual Learning Using Bayesian Neural Networks
  9 Oct 2019 0 repositories listed
• Biologically-Inspired Spatial Neural Networks
  7 Oct 2019 0 repositories listed
• Continual Density Ratio Estimation (CDRE): A new method for evaluating generative models in continual learning
  25 Sep 2019 0 repositories listed
• Continual Learning using the SHDL Framework with Skewed Replay Distributions
  25 Sep 2019 0 repositories listed
• Continual Learning via Principal Components Projection
  25 Sep 2019 0 repositories listed
• Continual Learning with Delayed Feedback
  25 Sep 2019 0 repositories listed
• Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments
  25 Sep 2019 0 repositories listed
• Differentiable Hebbian Consolidation for Continual Learning
  25 Sep 2019 0 repositories listed
• Discriminative Variational Autoencoder for Continual Learning with Generative Replay
  25 Sep 2019 0 repositories listed
• HIPPOCAMPAL NEURONAL REPRESENTATIONS IN CONTINUAL LEARNING
  25 Sep 2019 0 repositories listed
• Isolating Latent Structure with Cross-population Variational Autoencoders
  25 Sep 2019 0 repositories listed
• Online Learned Continual Compression with Stacked Quantization Modules
  25 Sep 2019 0 repositories listed
• OvA-INN: Continual Learning with Invertible Neural Networks
  25 Sep 2019 0 repositories listed
• Prototype Recalls for Continual Learning
  25 Sep 2019 0 repositories listed
• Regularizing Trajectories to Mitigate Catastrophic Forgetting
  25 Sep 2019 0 repositories listed
• Revisiting Gradient Episodic Memory for Continual Learning
  25 Sep 2019 0 repositories listed
• Neural Architecture Search for Class-incremental Learning
  14 Sep 2019 0 repositories listed
• Self-reinforcing Unsupervised Matching
  23 Aug 2019 0 repositories listed
• Spiking Neural Predictive Coding for Continual Learning from Data Streams
  23 Aug 2019 0 repositories listed
• Continual Learning by Asymmetric Loss Approximation with Single-Side Overestimation
  8 Aug 2019 0 repositories listed
• Toward Understanding Catastrophic Forgetting in Continual Learning
  2 Aug 2019 0 repositories listed
• Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning
  2 Aug 2019 0 repositories listed
• Continual Learning via Online Leverage Score Sampling
  1 Aug 2019 0 repositories listed
• Lifelong GAN: Continual Learning for Conditional Image Generation
  23 Jul 2019 0 repositories listed
• Autoencoder-Based Incremental Class Learning without Retraining on Old Data
  18 Jul 2019 0 repositories listed
• Rethinking Continual Learning for Autonomous Agents and Robots
  2 Jul 2019 0 repositories listed
• Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges
  29 Jun 2019 0 repositories listed
• Beneficial perturbation network for continual learning
  22 Jun 2019 0 repositories listed
• Conditional Computation for Continual Learning
  16 Jun 2019 0 repositories listed
• Task Agnostic Continual Learning via Meta Learning
  12 Jun 2019 0 repositories listed
• Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer
  11 Jun 2019 0 repositories listed
• Generative Continual Concept Learning
  10 Jun 2019 0 repositories listed
• Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering
  10 Jun 2019 0 repositories listed
• Localizing Catastrophic Forgetting in Neural Networks
  6 Jun 2019 0 repositories listed
• Continual Learning of New Sound Classes using Generative Replay
  3 Jun 2019 0 repositories listed
• Single-Net Continual Learning with Progressive Segmented Training (PST)
  28 May 2019 0 repositories listed
• Sequential mastery of multiple visual tasks: Networks naturally learn to learn and forget to forget
  26 May 2019 0 repositories listed
• Variational Bayes: A report on approaches and applications
  26 May 2019 0 repositories listed
• Continual Learning in Deep Neural Network by Using a Kalman Optimiser
  20 May 2019 0 repositories listed
• MaxEntropy Pursuit Variational Inference
  20 May 2019 0 repositories listed
• Continual adaptation for efficient machine communication
  16 May 2019 0 repositories listed
• Differentiable Hebbian Plasticity for Continual Learning
  16 May 2019 0 repositories listed
• Enabling Continual Learning in Neural Networks with Meta Learning
  16 May 2019 0 repositories listed
• Lifelong Learning via Online Leverage Score Sampling
  16 May 2019 0 repositories listed
• Bayesian Optimized Continual Learning with Attention Mechanism
  10 May 2019 0 repositories listed
• Continual and Multi-task Reinforcement Learning With Shared Episodic Memory
  7 May 2019 0 repositories listed
• Continuous Learning for Large-scale Personalized Domain Classification
  2 May 2019 0 repositories listed
• Activity Regularization for Continual Learning
  1 May 2019 0 repositories listed
• Continual Learning via Explicit Structure Learning
  1 May 2019 0 repositories listed
• Interpretable Continual Learning
  1 May 2019 0 repositories listed
• Learning to remember: Dynamic Generative Memory for Continual Learning
  1 May 2019 0 repositories listed
• Overcoming Catastrophic Forgetting via Model Adaptation
  1 May 2019 0 repositories listed
• Facilitating Bayesian Continual Learning by Natural Gradients and Stein Gradients
  24 Apr 2019 0 repositories listed
• Continual Learning with Self-Organizing Maps
  19 Apr 2019 0 repositories listed
• Does an LSTM forget more than a CNN? An empirical study of catastrophic forgetting in NLP
  1 Apr 2019 0 repositories listed
• Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting
  31 Mar 2019 0 repositories listed
• Interactions between Representation Learning and Supervision
  25 Mar 2019 0 repositories listed
• Unsupervised Continual Learning and Self-Taught Associative Memory Hierarchies
  24 Mar 2019 0 repositories listed
• Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML
  20 Mar 2019 0 repositories listed
• Continual Learning in Practice
  12 Mar 2019 0 repositories listed
• Continual Learning via Neural Pruning
  11 Mar 2019 0 repositories listed
• Continual Learning Using World Models for Pseudo-Rehearsal
  6 Mar 2019 0 repositories listed
• Adaptive Masked Weight Imprinting for Few-Shot Segmentation
  25 Feb 2019 0 repositories listed
• S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay
  25 Feb 2019 0 repositories listed
• Differentially Private Continual Learning
  18 Feb 2019 0 repositories listed
• Realizing Continual Learning through Modeling a Learning System as a Fiber Bundle
  16 Feb 2019 0 repositories listed
• Incremental Reading for Question Answering
  15 Jan 2019 0 repositories listed
• Continual Match Based Training in Pommerman: Technical Report
  18 Dec 2018 0 repositories listed
• Reconciling meta-learning and continual learning with online mixtures of tasks
  14 Dec 2018 0 repositories listed