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

Context Aware Active Learning of Activity Recognition Models ICCV 2015
Minimizing Human Effort in Interactive Tracking by Incremental Learning of Model Parameters ICCV 2015
TRIC-track: Tracking by Regression With Incrementally Learned Cascades ICCV 2015
PIEFA: Personalized Incremental and Ensemble Face Alignment ICCV 2015
Towards Open World Recognition CVPR 2015
Incremental Face Alignment in the Wild CVPR 2014
Efficient and Accurate Methods for Updating Generalized Linear Models with Multiple Feature Additions JMLR 2014
Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014
Mondrian Forests: Efficient Online Random Forests NIPS 2014
Incremental Learning of NCM Forests for Large-Scale Image Classification CVPR 2014
Incremental Local Gaussian Regression NIPS 2014
Incremental Semantically Grounded Learning from Demonstration RSS 2013
From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013
The Fast Convergence of Incremental PCA NIPS 2013
Solving Continuous POMDPs: Value Iteration with Incremental Learning of an Efficient Space Representation ICML 2013
Online Incremental Feature Learning with Denoising Autoencoders AISTATS 2012
Guarantees for Approximate Incremental SVMs AISTATS 2010
Incremental Sparsification for Real-time Online Model Learning AISTATS 2010
Multiple Incremental Decremental Learning of Support Vector Machines NIPS 2009
Skill Characterization Based on Betweenness NIPS 2008
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NIPS 2007
Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts JMLR 2007
Spatially-Adaptive Learning Rates for Online Incremental SLAM RSS 2007
An Efficient Implementation of an Active Set Method for SVMs JMLR 2006
Incremental Support Vector Learning: Analysis, Implementation and Applications JMLR 2006