Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mar 12, 2024 Continual Learning Fine-Grained Image Classification
Code Code Available Assessor-Guided Learning for Continual Environments Mar 21, 2023 Continual Learning Incremental Learning
Code Code Available Continual Learning of Multi-modal Dynamics with External Memory Mar 2, 2022 Continual Learning
Code Code Available Continual Learning of Long Topic Sequences in Neural Information Retrieval Jan 10, 2022 Continual Learning Information Retrieval
Code Code Available L2Explorer: A Lifelong Reinforcement Learning Assessment Environment Mar 14, 2022 Continual Learning Lifelong learning
Code Code Available SketchOGD: Memory-Efficient Continual Learning May 25, 2023 Continual Learning
Code Code Available From Static to Dynamic: A Continual Learning Framework for Large Language Models Oct 22, 2023 Continual Learning
Code Code Available From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning Mar 16, 2023 Benchmarking Continual Learning
Code Code Available A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning Oct 10, 2022 Continual Learning Exemplar-Free
Code Code Available LAMOL: LAnguage MOdeling for Lifelong Language Learning Sep 7, 2019 Continual Learning Language Modeling
Code Code Available From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Oct 16, 2024 Continual Learning
Code Code Available FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework Nov 4, 2024 Continual Learning Contrastive Learning
Code Code Available Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Sep 28, 2024 Continual Learning Maximum Separation
Code Code Available Continual Learning of Dynamical Systems with Competitive Federated Reservoir Computing Jun 27, 2022 Continual Learning
Code Code Available CEL: A Continual Learning Model for Disease Outbreak Prediction by Leveraging Domain Adaptation via Elastic Weight Consolidation Jan 17, 2024 Continual Learning Domain Adaptation
Code Code Available Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts Mar 13, 2024 class-incremental learning Class Incremental Learning
Code Code Available F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation Apr 7, 2024 Continual Learning Machine Translation
Code Code Available Algorithmic insights on continual learning from fruit flies Jul 15, 2021 Continual Learning Lifelong learning
Code Code Available Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay Oct 9, 2024 Continual Learning Contrastive Learning
Code Code Available A Combinatorial Perspective on Transfer Learning Oct 23, 2020 Continual Learning Transfer Learning
Code Code Available Class incremental learning with probability dampening and cascaded gated classifier Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning Feb 14, 2024 Continual Learning
Code Code Available Flatness-aware Sequential Learning Generates Resilient Backdoors Jul 20, 2024 Continual Learning
Code Code Available Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Mar 24, 2023 Continual Learning Incremental Learning
Code Code Available Soft-TransFormers for Continual Learning Nov 25, 2024 class-incremental learning Class Incremental Learning
Code Code Available Fine-tuning can cripple your foundation model; preserving features may be the solution Aug 25, 2023 Continual Learning
Code Code Available Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Nov 21, 2022 Continual Learning Text to SQL
Code Code Available Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning Dec 14, 2023 Continual Learning
Code Code Available Prior-Free Continual Learning with Unlabeled Data in the Wild Oct 16, 2023 Continual Learning image-classification
Code Code Available Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory Sep 7, 2023 Clustering Continual Learning
Code Code Available Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery Feb 8, 2024 Continual Learning Continual Semantic Segmentation
Code Code Available Artificial Neuronal Ensembles with Learned Context Dependent Gating Jan 17, 2023 Continual Learning Permuted-MNIST
Code Code Available Few-shot Tuning of Foundation Models for Class-incremental Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available TiC-CLIP: Continual Training of CLIP Models Oct 24, 2023 Continual Learning Retrieval
Code Code Available A Protocol for Continual Explanation of SHAP Jun 12, 2023 Continual Learning
Code Code Available Progress & Compress: A scalable framework for continual learning May 16, 2018 Active Learning Atari Games
Code Code Available Few-Shot Continual Learning via Flat-to-Wide Approaches Jun 26, 2023 Continual Learning Data Augmentation
Code Code Available Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks Jul 15, 2023 Continual Learning Generalization Bounds
Code Code Available Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments Mar 12, 2024 Continual Learning Federated Learning
Code Code Available Continual Learning in the Teacher-Student Setup: Impact of Task Similarity Jul 9, 2021 Continual Learning
Code Code Available Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time Jan 13, 2025 Continual Learning Language Modeling
Code Code Available Learning in Deep Factor Graphs with Gaussian Belief Propagation Nov 24, 2023 Continual Learning Denoising
Code Code Available Federated Continual Graph Learning Nov 28, 2024 Continual Learning Graph Learning
Code Code Available SpaceNet: Make Free Space For Continual Learning Jul 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Learning multiple visual domains with residual adapters May 22, 2017 Continual Learning
Code Code Available Continual Learning in Open-vocabulary Classification with Complementary Memory Systems Jul 4, 2023 Continual Learning image-classification
Code Code Available Continual Learning in Neural Networks Oct 7, 2019 Continual Learning Object Recognition
Code Code Available Continual Learning In Environments With Polynomial Mixing Times Dec 13, 2021 Atari Games Continual Learning
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