incremental learning

Covariance-Free Partial Least Squares: An Incremental Dimensionality Reduction Method WACV 2021 Exact Optimization of Conformal Predictors via Incremental and Decremental Learning ICML 2021 FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Interspeech 2021 Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021 FITAnnotator: A Flexible and Intelligent Text Annotation System NAACL 2021 Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting ICCV 2021 GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning ICML 2021 I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021 IncreACO: Incrementally Learned Automatic Check-Out With Photorealistic Exemplar Augmentation WACV 2021 Incremental Embedding Learning via Zero-Shot Translation AAAI 2021 Incremental Few-Shot Instance Segmentation CVPR 2021 Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021 Incremental Learning via Rate Reduction CVPR 2021 Machine Unlearning for Random Forests ICML 2021 On Learning the Geodesic Path for Incremental Learning CVPR 2021 Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima NeurIPS 2021 Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) AAAI 2021 Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021 RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021 Rectification-Based Knowledge Retention for Continual Learning CVPR 2021 SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences CVPR 2021 SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues ACL 2021 SS-IL: Separated Softmax for Incremental Learning ICCV 2021 TAILOR: Teaching with Active and Incremental Learning for Object Registration AAAI 2021 Towards Open World Object Detection CVPR 2021