conftrace_

incremental learning

278 papers

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Also known as

IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) semantic segmentation (3186) online learning (1777) representation learning (6206) object detection (2762) domain adaptation (4595) active learning (1301)

Papers

Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification NIPS 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device INTERSPEECH 2022
Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022
Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments NAACL 2022
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021
FITAnnotator: A Flexible and Intelligent Text Annotation System NAACL 2021
Incremental Learning via Rate Reduction CVPR 2021
Rectification-Based Knowledge Retention for Continual Learning CVPR 2021
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning ICML 2021
Continual Learning for Named Entity Recognition AAAI 2021
Covariance-Free Partial Least Squares: An Incremental Dimensionality Reduction Method WACV 2021
Towards Open World Object Detection CVPR 2021
Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting ICCV 2021
Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021
SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences CVPR 2021
Machine Unlearning for Random Forests ICML 2021
On Learning the Geodesic Path for Incremental Learning CVPR 2021
TAILOR: Teaching with Active and Incremental Learning for Object Registration AAAI 2021
SS-IL: Separated Softmax for Incremental Learning ICCV 2021
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima NIPS 2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications INTERSPEECH 2021
Incremental Few-Shot Instance Segmentation CVPR 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021