Browse State-of-the-Art › Continual Learning › Papers, page 18
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 18 of 27: papers 1,701 to 1,800 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.
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Continual Learning on Graphs: A Survey9 Feb 2024 0 repositories listed
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Continual Domain Adversarial Adaptation via Double-Head Discriminators5 Feb 2024 0 repositories listed
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Continual Learning for Large Language Models: A Survey2 Feb 2024 0 repositories listed
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From Words to Molecules: A Survey of Large Language Models in Chemistry2 Feb 2024 0 repositories listed
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Multiple Integration Model for Single-source Domain Generalizable Person Re-identification1 Feb 2024 0 repositories listed
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Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI1 Feb 2024 0 repositories listed
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Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition31 Jan 2024 0 repositories listed
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EdgeOL: Efficient in-situ Online Learning on Edge Devices30 Jan 2024 0 repositories listed
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Step-size Optimization for Continual Learning30 Jan 2024 0 repositories listed
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Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks27 Jan 2024 0 repositories listed
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Emulating Complex Synapses Using Interlinked Proton Conductors26 Jan 2024 0 repositories listed
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Improving conversion rate prediction via self-supervised pre-training in online advertising25 Jan 2024 0 repositories listed
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Locality Sensitive Sparse Encoding for Learning World Models Online23 Jan 2024 0 repositories listed
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The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model23 Jan 2024 0 repositories listed
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Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport22 Jan 2024 0 repositories listed
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INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning22 Jan 2024 0 repositories listed
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Hierarchical Prompts for Rehearsal-free Continual Learning21 Jan 2024 0 repositories listed
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Towards Open-World Gesture Recognition20 Jan 2024 0 repositories listed
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Natural Mitigation of Catastrophic Interference: Continual Learning in Power-Law Learning Environments18 Jan 2024 0 repositories listed
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Enabling On-device Continual Learning with Binary Neural Networks18 Jan 2024 0 repositories listed
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Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding17 Jan 2024 0 repositories listed
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CPPO: Continual Learning for Reinforcement Learning with Human Feedback16 Jan 2024 0 repositories listed
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SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models16 Jan 2024 0 repositories listed
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Decentralised Emergence of Robust and Adaptive Linguistic Conventions in Populations of Autonomous Agents Grounded in Continuous Worlds16 Jan 2024 0 repositories listed
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Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning12 Jan 2024 0 repositories listed
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EsaCL: Efficient Continual Learning of Sparse Models11 Jan 2024 0 repositories listed
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Continuously Learning New Words in Automatic Speech Recognition9 Jan 2024 0 repositories listed
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A Topology-aware Graph Coarsening Framework for Continual Graph Learning5 Jan 2024 0 repositories listed
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Balancing Continual Learning and Fine-tuning for Human Activity Recognition4 Jan 2024 0 repositories listed
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GLIDE-RL: Grounded Language Instruction through DEmonstration in RL3 Jan 2024 0 repositories listed
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Elastic Multi-Gradient Descent for Parallel Continual Learning2 Jan 2024 0 repositories listed
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Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy1 Jan 2024 0 repositories listed
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Uncertainty-Guided Never-Ending Learning to Drive1 Jan 2024 0 repositories listed
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Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects28 Dec 2023 0 repositories listed
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Federated Continual Learning via Knowledge Fusion: A Survey27 Dec 2023 0 repositories listed
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An Incremental Update Framework for Online Recommenders with Data-Driven Prior26 Dec 2023 0 repositories listed
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Recursive Distillation for Open-Set Distributed Robot Localization26 Dec 2023 0 repositories listed
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Doubly Perturbed Task Free Continual Learning20 Dec 2023 0 repositories listed
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Interactive Visual Task Learning for Robots20 Dec 2023 0 repositories listed
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Underwater Acoustic Signal Recognition Based on Salient Feature20 Dec 2023 0 repositories listed
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CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update18 Dec 2023 0 repositories listed
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Bayesian Metaplasticity from Synaptic Uncertainty15 Dec 2023 0 repositories listed
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Adaptive Shortcut Debiasing for Online Continual Learning14 Dec 2023 0 repositories listed
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Managing the unknown: a survey on Open Set Recognition and tangential areas14 Dec 2023 0 repositories listed
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PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning14 Dec 2023 0 repositories listed
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RTRA: Rapid Training of Regularization-based Approaches in Continual Learning14 Dec 2023 0 repositories listed
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Continual Learning through Networks Splitting and Merging with Dreaming-Meta-Weighted Model Fusion12 Dec 2023 0 repositories listed
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Spatiotemporal Event Graphs for Dynamic Scene Understanding11 Dec 2023 0 repositories listed
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Class-Prototype Conditional Diffusion Model with Gradient Projection for Continual Learning10 Dec 2023 0 repositories listed
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NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences10 Dec 2023 0 repositories listed
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Benchmarking Continual Learning from Cognitive Perspectives6 Dec 2023 0 repositories listed
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Wake-Sleep Consolidated Learning6 Dec 2023 0 repositories listed
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Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Advanced Manufacturing5 Dec 2023 0 repositories listed
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Distributed Continual Learning with CoCoA in High-dimensional Linear Regression4 Dec 2023 0 repositories listed
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Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning2 Dec 2023 0 repositories listed
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Label Delay in Online Continual Learning1 Dec 2023 0 repositories listed
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Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters30 Nov 2023 0 repositories listed
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Directions of Curvature as an Explanation for Loss of Plasticity30 Nov 2023 0 repositories listed
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Continual Learning with Low Rank Adaptation29 Nov 2023 0 repositories listed
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Continual Instruction Tuning for Large Multimodal Models27 Nov 2023 0 repositories listed
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FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding27 Nov 2023 0 repositories listed
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Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation26 Nov 2023 0 repositories listed
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KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All26 Nov 2023 0 repositories listed
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CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning22 Nov 2023 0 repositories listed
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Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges22 Nov 2023 0 repositories listed
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Evaluating Pretrained models for Deployable Lifelong Learning22 Nov 2023 0 repositories listed
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CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation21 Nov 2023 0 repositories listed
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BrainWash: A Poisoning Attack to Forget in Continual Learning20 Nov 2023 0 repositories listed
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Continual Learning: Applications and the Road Forward20 Nov 2023 0 repositories listed
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Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication20 Nov 2023 0 repositories listed
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What Can AutoML Do For Continual Learning?20 Nov 2023 0 repositories listed
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From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web19 Nov 2023 0 repositories listed
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LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms19 Nov 2023 0 repositories listed
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PACOL: Poisoning Attacks Against Continual Learners18 Nov 2023 0 repositories listed
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Assurance for Deployed Continual Learning Systems16 Nov 2023 0 repositories listed
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Investigating the Impact of Weight Sharing Decisions on Knowledge Transfer in Continual Learning16 Nov 2023 0 repositories listed
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Online Continual Knowledge Learning for Language Models16 Nov 2023 0 repositories listed
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GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy14 Nov 2023 0 repositories listed
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A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks13 Nov 2023 0 repositories listed
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Concept Matching: Clustering-based Federated Continual Learning12 Nov 2023 0 repositories listed
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Towards Continual Reinforcement Learning for Quadruped Robots12 Nov 2023 0 repositories listed
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When Meta-Learning Meets Online and Continual Learning: A Survey9 Nov 2023 0 repositories listed
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Class-Incremental Continual Learning for General Purpose Healthcare Models7 Nov 2023 0 repositories listed
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Learning to Learn for Few-shot Continual Active Learning7 Nov 2023 0 repositories listed
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Task Arithmetic with LoRA for Continual Learning4 Nov 2023 0 repositories listed
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Continual Learning Under Language Shift2 Nov 2023 0 repositories listed
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A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents1 Nov 2023 0 repositories listed
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Implicit biases in multitask and continual learning from a backward error analysis perspective1 Nov 2023 0 repositories listed
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Class Incremental Learning with Pre-trained Vision-Language Models31 Oct 2023 0 repositories listed
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Meta-Learning Strategies through Value Maximization in Neural Networks30 Oct 2023 0 repositories listed
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Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations27 Oct 2023 0 repositories listed
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COPR: Continual Learning Human Preference through Optimal Policy Regularization24 Oct 2023 0 repositories listed
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Synthetic Data as Validation24 Oct 2023 0 repositories listed
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Coordinated Replay Sample Selection for Continual Federated Learning23 Oct 2023 0 repositories listed
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SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding23 Oct 2023 0 repositories listed
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Continual Invariant Risk Minimization21 Oct 2023 0 repositories listed
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Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation20 Oct 2023 0 repositories listed
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Towards a Deep Learning-based Online Quality Prediction System for Welding Processes19 Oct 2023 0 repositories listed
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Bayesian Flow Networks in Continual Learning18 Oct 2023 0 repositories listed
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Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation15 Oct 2023 0 repositories listed