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

Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models COLING 2018
Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018
Maintenance of Case Bases: Current Algorithms after Fifty Years IJCAI 2018
A Physically-Consistent Bayesian Non-Parametric Mixture Model for Dynamical System Learning CORL 2018
Online Incremental Learning for Speaker-Adaptive Language Models INTERSPEECH 2018
Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model COLING 2018
A Practical Incremental Learning Framework For Sparse Entity Extraction COLING 2018
Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017
Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017
Active Incremental Learning of Robot Movement Primitives CORL 2017
iCaRL: Incremental Classifier and Representation Learning CVPR 2017
Grounding Language by Continuous Observation of Instruction Following EACL 2017
Dual Track Multimodal Automatic Learning through Human-Robot Interaction IJCAI 2017
Incremental Kernel Null Space Discriminant Analysis for Novelty Detection CVPR 2017
A Framework for Long-Term Learning Systems IJCAI 2017
Robust Visual Tracking Using Oblique Random Forests CVPR 2017
Incremental Matrix Factorization: A Linear Feature Transformation Perspective IJCAI 2017
Incrementally Learning a Dependency Parser to Support Language Documentation in Field Linguistics COLING 2016
Incremental Variational Sparse Gaussian Process Regression NIPS 2016
Incremental Global Event Extraction COLING 2016
MEKA: A Multi-label/Multi-target Extension to WEKA JMLR 2016
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition NIPS 2016
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015