Episodic Memory in Lifelong Language Learning Jun 3, 2019 Continual Learning General Classification
Code Code Available 5 Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Mar 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Fine-tuning can cripple your foundation model; preserving features may be the solution Aug 25, 2023 Continual Learning
Code Code Available 5 Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning Feb 14, 2023 Continual Learning Lifelong learning
Code Code Available 5 Flatness-aware Sequential Learning Generates Resilient Backdoors Jul 20, 2024 Continual Learning
Code Code Available 5 Few-Shot Continual Learning via Flat-to-Wide Approaches Jun 26, 2023 Continual Learning Data Augmentation
Code Code Available 5 Few-shot Tuning of Foundation Models for Class-incremental Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Adapt before Continual Learning Jun 4, 2025 Continual Learning
Code Code Available 5 Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments Oct 17, 2018 Continual Learning Deep Learning
Code Code Available 5 From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Oct 16, 2024 Continual Learning
Code Code Available 5 Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments Mar 12, 2024 Continual Learning Federated Learning
Code Code Available 5 Continual Audio-Visual Sound Separation Nov 5, 2024 Continual Learning Semantic Similarity
Code Code Available 5 Effect of Optimizer, Initializer, and Architecture of Hypernetworks on Continual Learning from Demonstration Dec 31, 2023 Continual Learning
Code Code Available 5 EEC: Learning to Encode and Regenerate Images for Continual Learning Jan 13, 2021 Continual Learning Style Transfer
Code Code Available 5 A continual learning survey: Defying forgetting in classification tasks Sep 18, 2019 Classification Continual Learning
Code Code Available 5 Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification Feb 19, 2024 Classification Continual Learning
Code Code Available 5 Federated Continual Graph Learning Nov 28, 2024 Continual Learning Graph Learning
Code Code Available 5 Bayesian Continual Learning via Spiking Neural Networks Aug 29, 2022 Continual Learning Management
Code Code Available 5 Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available 5 Continual and Multi-Task Architecture Search Jun 12, 2019 Continual Learning General Classification
Code Code Available 5 E-CGL: An Efficient Continual Graph Learner Aug 18, 2024 Continual Learning Graph Learning
Code Code Available 5 A Unifying Bayesian View of Continual Learning Feb 18, 2019 Continual Learning
Code Code Available 5 E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data Apr 12, 2024 Continual Learning Synthetic Image Detection
Code Code Available 5 E2Net: Resource-Efficient Continual Learning with Elastic Expansion Network Sep 28, 2023 Continual Learning Transfer Learning
Code Code Available 5 EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning May 19, 2022 Continual Learning Transfer Learning
Code Code Available 5 Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes May 21, 2025 Continual Learning Ensemble Learning
Code Code Available 5 Continual Adversarial Defense Dec 15, 2023 Adversarial Defense Continual Learning
Code Code Available 5 Adapt & Align: Continual Learning with Generative Models Latent Space Alignment Dec 21, 2023 Continual Learning
Code Code Available 5 From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning Mar 16, 2023 Benchmarking Continual Learning
Code Code Available 5 Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough? Aug 14, 2024 Continual Learning Gaussian Processes
Code Code Available 5 MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Sep 16, 2024 Continual Learning
Code Code Available 5 PUMA: Efficient Continual Graph Learning for Node Classification with Graph Condensation Dec 22, 2023 Continual Learning Graph Learning
Code Code Available 5 Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation Mar 10, 2023 Continual Learning Incremental Learning
— Unverified 0 Continual adaptation for efficient machine communication May 16, 2019 Continual Learning Language Modeling
— Unverified 0 Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks Jan 27, 2024 Continual Learning Edge-computing
— Unverified 0 A Unified Knowledge Distillation Framework for Deep Directed Graphical Models Sep 29, 2021 Continual Learning Federated Learning
— Unverified 0 Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection Jan 13, 2025 Arrhythmia Detection Continual Learning
— Unverified 0 Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning Jun 13, 2025 Continual Learning
— Unverified 0 Dynamic Dialogue Policy for Continual Reinforcement Learning Apr 12, 2022 Continual Learning reinforcement-learning
— Unverified 0 Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition Jun 7, 2021 Active Learning Age Estimation
— Unverified 0 A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning May 21, 2025 Continual Learning Incremental Learning
— Unverified 0 Adversary Aware Continual Learning Apr 27, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network Adaptation Jan 18, 2025 Continual Learning
— Unverified 0 Hidden Markov Neural Networks Apr 15, 2020 Continual Learning Time Series
— Unverified 0 ConTinTin: Continual Learning from Task Instructions Mar 16, 2022 Continual Learning
— Unverified 0 A Conceptual Framework for Lifelong Learning Nov 21, 2019 Continual Learning Few-Shot Learning
— Unverified 0 Dynamically Addressing Unseen Rumor via Continual Learning Apr 18, 2021 Continual Learning Veracity Classification
— Unverified 0 Contextual Transformation Networks for Online Continual Learning Jan 1, 2021 Continual Learning Transfer Learning
— Unverified 0 A Unified Framework for Continual Learning and Unlearning Aug 21, 2024 Continual Learning Knowledge Distillation
— Unverified 0 ACU: Analytic Continual Unlearning for Efficient and Exact Forgetting with Privacy Preservation May 18, 2025 Continual Learning
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