Towards General Purpose Medical AI: Continual Learning Medical Foundation Model Mar 12, 2023 Continual Learning
— Unverified Lifelong Machine Learning Potentials Mar 10, 2023 Continual Learning Incremental Learning
— Unverified Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation Mar 10, 2023 Continual Learning Incremental Learning
— Unverified On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level Mar 7, 2023 Bilevel Optimization Continual Learning
— Unverified Centroid Distance Distillation for Effective Rehearsal in Continual Learning Mar 6, 2023 Continual Learning
Code Code Available Semiparametric Language Models Are Scalable Continual Learners Mar 2, 2023 Continual Learning Language Modeling
— Unverified Improving Expert Specialization in Mixture of Experts Feb 28, 2023 Continual Learning Mixture-of-Experts
— Unverified Improving Representational Continuity via Continued Pretraining Feb 26, 2023 Continual Learning Representation Learning
Code Code Available Better Generative Replay for Continual Federated Learning Feb 25, 2023 Continual Learning Federated Learning
— Unverified Detachedly Learn a Classifier for Class-Incremental Learning Feb 23, 2023 class-incremental learning Class Incremental Learning
— Unverified Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks Feb 22, 2023 Continual Learning Multi-Task Learning
— Unverified Effects of Architectures on Continual Semantic Segmentation Feb 21, 2023 Continual Learning Continual Semantic Segmentation
— Unverified Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition Feb 20, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified New Insights on Relieving Task-Recency Bias for Online Class Incremental Learning Feb 16, 2023 class-incremental learning Class Incremental Learning
Code Code Available À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting Feb 15, 2023 Continual Learning
— Unverified Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning Feb 14, 2023 Continual Learning Lifelong learning
Code Code Available Task-Aware Information Routing from Common Representation Space in Lifelong Learning Feb 14, 2023 Continual Learning Lifelong learning
Code Code Available Theory on Forgetting and Generalization of Continual Learning Feb 12, 2023 Continual Learning
— Unverified On the Limitation and Experience Replay for GNNs in Continual Learning Feb 7, 2023 Continual Learning Incremental Learning
— Unverified Utility-based Perturbed Gradient Descent: An Optimizer for Continual Learning Feb 7, 2023 Continual Learning Representation Learning
— Unverified Efficient Parametric Approximations of Neural Network Function Space Distance Feb 7, 2023 Continual Learning
— Unverified Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network Feb 6, 2023 Continual Learning
— Unverified Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Feb 2, 2023 Continual Learning Domain Adaptation
— Unverified Avalanche: A PyTorch Library for Deep Continual Learning Feb 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Online Continual Learning via the Knowledge Invariant and Spread-out Properties Feb 2, 2023 Continual Learning
— Unverified Continual Learning for Predictive Maintenance: Overview and Challenges Jan 29, 2023 Continual Learning
— Unverified Restricted Orthogonal Gradient Projection for Continual Learning Jan 28, 2023 Continual Learning Transfer Learning
— Unverified Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning Jan 28, 2023 Continual Learning Federated Learning
— Unverified Continual Graph Learning: A Survey Jan 28, 2023 Continual Learning Graph Learning
— Unverified Streaming LifeLong Learning With Any-Time Inference Jan 27, 2023 AI Agent Continual Learning
— Unverified Class-Incremental Learning with Repetition Jan 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Probabilistic Bilevel Coreset Selection Jan 24, 2023 Bilevel Optimization Continual Learning
— Unverified Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning Jan 18, 2023 Continual Learning Knowledge Distillation
— Unverified Hierarchical Memory Pool Based Edge Semi-Supervised Continual Learning Method Jan 17, 2023 Continual Learning
— Unverified Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding Jan 17, 2023 Continual Learning Graph Embedding
— Unverified Artificial Neuronal Ensembles with Learned Context Dependent Gating Jan 17, 2023 Continual Learning Permuted-MNIST
Code Code Available Self-recovery of memory via generative replay Jan 15, 2023 Continual Learning
— Unverified Predictive World Models from Real-World Partial Observations Jan 12, 2023 Continual Learning Open-Ended Question Answering
Code Code Available A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning Jan 11, 2023 Continual Learning
— Unverified Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning Jan 11, 2023 class-incremental learning Class Incremental Learning
— Unverified Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning Jan 6, 2023 class-incremental learning Class Incremental Learning
— Unverified On Sequential Bayesian Inference for Continual Learning Jan 4, 2023 Bayesian Inference Continual Learning
Code Code Available A Survey on Deep Industrial Transfer Learning in Fault Prognostics Jan 4, 2023 Continual Learning Survey
— Unverified Generative appearance replay for continual unsupervised domain adaptation Jan 3, 2023 Continual Learning Domain Adaptation
— Unverified Dissecting Continual Learning a Structural and Data Analysis Jan 3, 2023 Continual Learning Incremental Learning
— Unverified Dynamically Modular and Sparse General Continual Learning Jan 2, 2023 Continual Learning
Code Code Available Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning Jan 1, 2023 Continual Learning Diversity
Code Code Available Instance and Category Supervision are Alternate Learners for Continual Learning Jan 1, 2023 Continual Learning Self-Supervised Learning
— Unverified 