Browse State-of-the-Art › Continual Learning › Papers, page 14
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 14 of 27: papers 1,301 to 1,400 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.
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Efficient 4D Gaussian Stream with Low Rank Adaptation23 Feb 2025 0 repositories listed
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Few-shot Continual Relation Extraction via Open Information Extraction23 Feb 2025 0 repositories listed
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An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning22 Feb 2025 0 repositories listed
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Recurrent Knowledge Identification and Fusion for Language Model Continual Learning22 Feb 2025 0 repositories listed
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MoMa: A Modular Deep Learning Framework for Material Property Prediction21 Feb 2025 0 repositories listed
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Online hand gesture recognition using Continual Graph Transformers20 Feb 2025 0 repositories listed
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CND-IDS: Continual Novelty Detection for Intrusion Detection Systems19 Feb 2025 0 repositories listed
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A Survey of Text Classification Under Class Distribution Shift18 Feb 2025 0 repositories listed
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Cross-Domain Continual Learning for Edge Intelligence in Wireless ISAC Networks18 Feb 2025 0 repositories listed
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Continual Learning Should Move Beyond Incremental Classification17 Feb 2025 0 repositories listed
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Exploiting Task Relationships for Continual Learning Using Transferability-Aware Task Embeddings17 Feb 2025 0 repositories listed
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Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent17 Feb 2025 0 repositories listed
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Neural Networks Remember More: The Power of Parameter Isolation and Combination16 Feb 2025 0 repositories listed
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Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning16 Feb 2025 0 repositories listed
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Ten Challenging Problems in Federated Foundation Models14 Feb 2025 0 repositories listed
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Feature-based Graph Attention Networks Improve Online Continual Learning13 Feb 2025 0 repositories listed
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Vertical Federated Continual Learning via Evolving Prototype Knowledge13 Feb 2025 0 repositories listed
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Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning12 Feb 2025 0 repositories listed
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Analysis of Overparameterization in Continual Learning under a Linear Model11 Feb 2025 0 repositories listed
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Memory Is Not the Bottleneck: Cost-Efficient Continual Learning via Weight Space Consolidation11 Feb 2025 0 repositories listed
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Federated Continual Learning: Concepts, Challenges, and Solutions10 Feb 2025 0 repositories listed
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MixLLM: Dynamic Routing in Mixed Large Language Models9 Feb 2025 0 repositories listed
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Efficient Few-Shot Continual Learning in Vision-Language Models6 Feb 2025 0 repositories listed
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SPARC: Subspace-Aware Prompt Adaptation for Robust Continual Learning in LLMs5 Feb 2025 0 repositories listed
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MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning4 Feb 2025 0 repositories listed
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Activation by Interval-wise Dropout: A Simple Way to Prevent Neural Networks from Plasticity Loss3 Feb 2025 0 repositories listed
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Online Curvature-Aware Replay: Leveraging 2ⁿᵈ Order Information for Online Continual Learning3 Feb 2025 0 repositories listed
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Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning3 Feb 2025 0 repositories listed
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VLM-Assisted Continual learning for Visual Question Answering in Self-Driving2 Feb 2025 0 repositories listed
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Agential AI for Integrated Continual Learning, Deliberative Behavior, and Comprehensible Models28 Jan 2025 0 repositories listed
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Active Learning for Continual Learning: Keeping the Past Alive in the Present24 Jan 2025 0 repositories listed
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Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning22 Jan 2025 0 repositories listed
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S-LoRA: Scalable Low-Rank Adaptation for Class Incremental Learning22 Jan 2025 0 repositories listed
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A margin-based replacement for cross-entropy loss21 Jan 2025 0 repositories listed
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Optimally-Weighted Maximum Mean Discrepancy Framework for Continual Learning21 Jan 2025 0 repositories listed
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Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network Adaptation18 Jan 2025 0 repositories listed
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Incrementally Learning Multiple Diverse Data Domains via Multi-Source Dynamic Expansion Model15 Jan 2025 0 repositories listed
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Resource-Constrained Federated Continual Learning: What Does Matter?15 Jan 2025 0 repositories listed
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Continual Learning with Embedding Layer Surgery and Task-wise Beam Search using Whisper14 Jan 2025 0 repositories listed
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Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection13 Jan 2025 0 repositories listed
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Information-Theoretic Dual Memory System for Continual Learning13 Jan 2025 0 repositories listed
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LSEBMCL: A Latent Space Energy-Based Model for Continual Learning9 Jan 2025 0 repositories listed
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Soup to go: mitigating forgetting during continual learning with model averaging9 Jan 2025 0 repositories listed
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Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation9 Jan 2025 0 repositories listed
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Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity8 Jan 2025 0 repositories listed
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Improving GenIR Systems Based on User Feedback6 Jan 2025 0 repositories listed
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Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning4 Jan 2025 0 repositories listed
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ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think2 Jan 2025 0 repositories listed
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BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning1 Jan 2025 0 repositories listed
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Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor1 Jan 2025 0 repositories listed
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Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution1 Jan 2025 0 repositories listed
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Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification1 Jan 2025 0 repositories listed
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Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning1 Jan 2025 0 repositories listed
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ACIL: Active Class Incremental Learning for Image Classification31 Dec 2024 0 repositories listed
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Unforgettable Lessons from Forgettable Images: Intra-Class Memorability Matters in Computer Vision30 Dec 2024 0 repositories listed
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Exemplar-condensed Federated Class-incremental Learning25 Dec 2024 0 repositories listed
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Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor24 Dec 2024 0 repositories listed
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Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization24 Dec 2024 0 repositories listed
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Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning23 Dec 2024 0 repositories listed
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Algorithm Design for Continual Learning in IoT Networks22 Dec 2024 0 repositories listed
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Generate to Discriminate: Expert Routing for Continual Learning22 Dec 2024 0 repositories listed
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Hierarchically Gated Experts for Efficient Online Continual Learning22 Dec 2024 0 repositories listed
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Video Domain Incremental Learning for Human Action Recognition in Home Environments22 Dec 2024 0 repositories listed
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Chained Tuning Leads to Biased Forgetting21 Dec 2024 0 repositories listed
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Uncertainty Quantification in Continual Open-World Learning21 Dec 2024 0 repositories listed
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Continual Learning Using Only Large Language Model Prompting20 Dec 2024 0 repositories listed
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Theory of Mixture-of-Experts for Mobile Edge Computing20 Dec 2024 0 repositories listed
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Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning19 Dec 2024 0 repositories listed
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Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning19 Dec 2024 0 repositories listed
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Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali18 Dec 2024 0 repositories listed
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Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey18 Dec 2024 0 repositories listed
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ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning17 Dec 2024 0 repositories listed
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Modality-Inconsistent Continual Learning of Multimodal Large Language Models17 Dec 2024 0 repositories listed
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Toxicity Detection towards Adaptability to Changing Perturbations17 Dec 2024 0 repositories listed
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Adapter-Enhanced Semantic Prompting for Continual Learning15 Dec 2024 0 repositories listed
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BgGPT 1.0: Extending English-centric LLMs to other languages14 Dec 2024 0 repositories listed
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Linked Adapters: Linking Past and Future to Present for Effective Continual Learning14 Dec 2024 0 repositories listed
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CONCLAD: COntinuous Novel CLAss Detector13 Dec 2024 0 repositories listed
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Towards Robust and Fair Vision Learning in Open-World Environments12 Dec 2024 0 repositories listed
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Continual Learning for Encoder-only Language Models via a Discrete Key-Value Bottleneck11 Dec 2024 0 repositories listed
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CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models10 Dec 2024 0 repositories listed
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Deep Lidar-guided Image Deblurring10 Dec 2024 0 repositories listed
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Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay10 Dec 2024 0 repositories listed
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LVP-CLIP:Revisiting CLIP for Continual Learning with Label Vector Pool8 Dec 2024 0 repositories listed
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Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning5 Dec 2024 0 repositories listed
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A new Time-decay Radiomics Integrated Network (TRINet) for short-term breast cancer risk prediction4 Dec 2024 0 repositories listed
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Continual Learning of Personalized Generative Face Models with Experience Replay3 Dec 2024 0 repositories listed
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FCL-ViT: Task-Aware Attention Tuning for Continual Learning3 Dec 2024 0 repositories listed
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Memory-efficient Continual Learning with Neural Collapse Contrastive3 Dec 2024 0 repositories listed
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Optimizing Latent Goal by Learning from Trajectory Preference3 Dec 2024 0 repositories listed
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Sustainable Self-evolution Adversarial Training3 Dec 2024 0 repositories listed
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Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA1 Dec 2024 0 repositories listed
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Deep evolving semi-supervised anomaly detection1 Dec 2024 0 repositories listed
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Learning Mamba as a Continual Learner1 Dec 2024 0 repositories listed
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Incremental Multi-Scene Modeling via Continual Neural Graphics Primitives29 Nov 2024 0 repositories listed
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DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning28 Nov 2024 0 repositories listed
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Continual Learning in Machine Speech Chain Using Gradient Episodic Memory27 Nov 2024 0 repositories listed
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Investigating Plausibility of Biologically Inspired Bayesian Learning in ANNs27 Nov 2024 0 repositories listed
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Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation26 Nov 2024 0 repositories listed
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COBRA: A Continual Learning Approach to Vision-Brain Understanding25 Nov 2024 0 repositories listed