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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 21 of 27: papers 2,001 to 2,100 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 Personalized Co-speech Gesture Generation
  1 Jan 2023 0 repositories listed
• Data Augmented Flatness-aware Gradient Projection for Continual Learning
  1 Jan 2023 0 repositories listed
• Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering
  1 Jan 2023 0 repositories listed
• Few-shot Continual Infomax Learning
  1 Jan 2023 0 repositories listed
• Instance and Category Supervision are Alternate Learners for Continual Learning
  1 Jan 2023 0 repositories listed
• Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning
  1 Jan 2023 0 repositories listed
• MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation
  1 Jan 2023 0 repositories listed
• Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling
  1 Jan 2023 0 repositories listed
• DSI++: Updating Transformer Memory with New Documents
  19 Dec 2022 0 repositories listed
• Instance-Conditional Timescales of Decay for Non-Stationary Learning
  12 Dec 2022 0 repositories listed
• PIVOT: Prompting for Video Continual Learning
  9 Dec 2022 0 repositories listed
• Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning Models
  9 Dec 2022 0 repositories listed
• Bio-Inspired, Task-Free Continual Learning through Activity Regularization
  8 Dec 2022 0 repositories listed
• System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games
  8 Dec 2022 0 repositories listed
• Continual learning on deployment pipelines for Machine Learning Systems
  5 Dec 2022 0 repositories listed
• FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge
  4 Dec 2022 0 repositories listed
• Continual Learning for On-Device Speech Recognition using Disentangled Conformers
  2 Dec 2022 0 repositories listed
• Continual Learning with Distributed Optimization: Does CoCoA Forget?
  30 Nov 2022 0 repositories listed
• Continual Learning with Optimal Transport based Mixture Model
  30 Nov 2022 0 repositories listed
• SimCS: Simulation for Domain Incremental Online Continual Segmentation
  29 Nov 2022 0 repositories listed
• Data Poisoning Attack Aiming the Vulnerability of Continual Learning
  29 Nov 2022 0 repositories listed
• Learning to Learn: How to Continuously Teach Humans and Machines
  28 Nov 2022 0 repositories listed
• Progressive Learning without Forgetting
  28 Nov 2022 0 repositories listed
• Multi-Label Continual Learning using Augmented Graph Convolutional Network
  27 Nov 2022 0 repositories listed
• CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
  25 Nov 2022 0 repositories listed
• Overcoming Catastrophic Forgetting by XAI
  25 Nov 2022 0 repositories listed
• Integral Continual Learning Along the Tangent Vector Field of Tasks
  23 Nov 2022 0 repositories listed
• Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning
  21 Nov 2022 0 repositories listed
• CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
  19 Nov 2022 0 repositories listed
• Bi-directional Digital Twin and Edge Computing in the Metaverse
  16 Nov 2022 0 repositories listed
• #maskUp: Selective Attribute Encryption for Sensitive Vocalization for English language on Social Media Platforms
  16 Nov 2022 0 repositories listed
• FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
  14 Nov 2022 0 repositories listed
• Lifelong and Continual Learning Dialogue Systems
  12 Nov 2022 0 repositories listed
• Understanding Approximation for Bayesian Inference in Neural Networks
  11 Nov 2022 0 repositories listed
• Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations
  10 Nov 2022 0 repositories listed
• Continual learning autoencoder training for a particle-in-cell simulation via streaming
  9 Nov 2022 0 repositories listed
• Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning
  6 Nov 2022 0 repositories listed
• Learning Tool Morphology for Contact-Rich Manipulation Tasks with Differentiable Simulation
  4 Nov 2022 0 repositories listed
• Biologically-Inspired Continual Learning of Human Motion Sequences
  2 Nov 2022 0 repositories listed
• Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
  1 Nov 2022 0 repositories listed
• Informed Priors for Knowledge Integration in Trajectory Prediction
  1 Nov 2022 0 repositories listed
• Generative Negative Text Replay for Continual Vision-Language Pretraining
  31 Oct 2022 0 repositories listed
• Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer
  28 Oct 2022 0 repositories listed
• Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
  26 Oct 2022 0 repositories listed
• Is Multi-Task Learning an Upper Bound for Continual Learning?
  26 Oct 2022 0 repositories listed
• RAIS: Robust and Accurate Interactive Segmentation via Continual Learning
  20 Oct 2022 0 repositories listed
• Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator
  17 Oct 2022 0 repositories listed
• Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
  13 Oct 2022 0 repositories listed
• Improving information retention in large scale online continual learning
  12 Oct 2022 0 repositories listed
• Task-Free Continual Learning via Online Discrepancy Distance Learning
  12 Oct 2022 0 repositories listed
• Schedule-Robust Online Continual Learning
  11 Oct 2022 0 repositories listed
• Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks
  11 Oct 2022 0 repositories listed
• Continual Learning with Evolving Class Ontologies
  10 Oct 2022 0 repositories listed
• Tracking changes using Kullback-Leibler divergence for the continual learning
  10 Oct 2022 0 repositories listed
• Few-Shot Continual Active Learning by a Robot
  9 Oct 2022 0 repositories listed
• TAME: Task Agnostic Continual Learning using Multiple Experts
  8 Oct 2022 0 repositories listed
• Learnware: Small Models Do Big
  7 Oct 2022 0 repositories listed
• Topological Continual Learning with Wasserstein Distance and Barycenter
  6 Oct 2022 0 repositories listed
• ImpressLearn: Continual Learning via Combined Task Impressions
  5 Oct 2022 0 repositories listed
• Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation
  3 Oct 2022 0 repositories listed
• HyperHawkes: Hypernetwork based Neural Temporal Point Process
  1 Oct 2022 0 repositories listed
• Multiple Modes for Continual Learning
  29 Sep 2022 0 repositories listed
• Disentangling Transfer in Continual Reinforcement Learning
  28 Sep 2022 0 repositories listed
• Optimizing Class Distribution in Memory for Multi-Label Online Continual Learning
  23 Sep 2022 0 repositories listed
• Continual Learning for Class- and Domain-Incremental Semantic Segmentation
  16 Sep 2022 0 repositories listed
• Continual Learning with Dependency Preserving Hypernetworks
  16 Sep 2022 0 repositories listed
• Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
  12 Sep 2022 0 repositories listed
• Continual Learning for Pose-Agnostic Object Recognition in 3D Point Clouds
  11 Sep 2022 0 repositories listed
• Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling
  9 Sep 2022 0 repositories listed
• Selecting Related Knowledge via Efficient Channel Attention for Online Continual Learning
  9 Sep 2022 0 repositories listed
• nVFNet-RDC: Replay and Non-Local Distillation Collaboration for Continual Object Detection
  8 Sep 2022 0 repositories listed
• The Role Of Biology In Deep Learning
  7 Sep 2022 0 repositories listed
• Reinforced Continual Learning for Graphs
  4 Sep 2022 0 repositories listed
• Continual Learning for Steganalysis
  3 Sep 2022 0 repositories listed
• Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors
  1 Sep 2022 0 repositories listed
• Beyond Supervised Continual Learning: a Review
  30 Aug 2022 0 repositories listed
• DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
  17 Aug 2022 0 repositories listed
• A Theory for Knowledge Transfer in Continual Learning
  14 Aug 2022 0 repositories listed
• ATLAS: Universal Function Approximator for Memory Retention
  10 Aug 2022 0 repositories listed
• A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring
  8 Aug 2022 0 repositories listed
• Continual Reinforcement Learning with TELLA
  8 Aug 2022 0 repositories listed
• Continual Learning for Tumor Classification in Histopathology Images
  7 Aug 2022 0 repositories listed
• Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts
  5 Aug 2022 0 repositories listed
• A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning
  4 Aug 2022 0 repositories listed
• Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions
  1 Aug 2022 0 repositories listed
• Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
  27 Jul 2022 0 repositories listed
• Balancing Stability and Plasticity through Advanced Null Space in Continual Learning
  25 Jul 2022 0 repositories listed
• Online Continual Learning with Contrastive Vision Transformer
  24 Jul 2022 0 repositories listed
• Don't Stop Learning: Towards Continual Learning for the CLIP Model
  19 Jul 2022 0 repositories listed
• ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale
  19 Jul 2022 0 repositories listed
• Federated Continual Learning through distillation in pervasive computing
  17 Jul 2022 0 repositories listed
• How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition
  15 Jul 2022 0 repositories listed
• In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
  14 Jul 2022 0 repositories listed
• D-CBRS: Accounting For Intra-Class Diversity in Continual Learning
  13 Jul 2022 0 repositories listed
• A developmental approach for training deep belief networks
  12 Jul 2022 0 repositories listed
• Continual Learning with Deep Learning Methods in an Application-Oriented Context
  12 Jul 2022 0 repositories listed
• Learning an evolved mixture model for task-free continual learning
  11 Jul 2022 0 repositories listed
• Online Continual Learning of End-to-End Speech Recognition Models
  11 Jul 2022 0 repositories listed
• Repairing Neural Networks by Leaving the Right Past Behind
  11 Jul 2022 0 repositories listed
• Susceptibility of Continual Learning Against Adversarial Attacks
  11 Jul 2022 0 repositories listed