Incremental learning

Incremental Learning of Multivariate Gaussian Mixture Models

Paulo Martins Engel, Milton Roberto Heinen

Citations: 66 • 2010

Continual Object Detection: A review of definitions, strategies, and challenges

Angelo Garangau Menezes, Gustavo de Moura, Cézanne Alves, André C. P. L. F. de Carvalho

Citations: 65 • 2023

Sparse incremental learning for interactive robot control policy estimation

Daniel H. Grollman, Odest Chadwicke Jenkins

Citations: 58 • 2008

Explanation-based manipulator learning: Acquisition of planning ability through observation

Alberto M. Segre, Gerald DeJong

Citations: 44 • 2005

Interactive online learning for obstacle classification on a mobile robot

Viktor Losing, Barbara Hammer, Heiko Wersing

Citations: 43 • 2015

CORe50: a New Dataset and Benchmark for Continuous Object Recognition

Vincenzo Lomonaco, Davide Maltoni

Citations: 35 • 2017

An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks

Milton Roberto Heinen, Paulo Martins Engel

Citations: 23 • 2010

LLM-Enabled Incremental Learning Framework for Hand Exoskeleton Control

Wenyuan Chen, Guangyong Li, Mingwei Li, Wenxue Wang, Peng Li, Xiujuan Xue, Xingang Zhao, Lianqing Liu

Citations: 22 • 2024

Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration

Miloš Prágr, Petr Čížek, Jan Bayer, Jan Faigl

Citations: 21 • 2019

Incremental online learning of objects for robots operating in real environments

Jose L. Part, Oliver Lemon

Citations: 21 • 2017

Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments

Zhi Wang, Chunlin Chen, Daoyi Dong

Citations: 21 • 2022

Self-Organizing Incremental Neural Network and Its Application

Furao Shen, Osamu Hasegawa

Citations: 19 • 2010

Unsupervised incremental learning for long-term autonomy

Lionel Ott, Fábio Ramos

Citations: 18 • 2012

Incorporating Incremental and Active Learning for Scene Classification

Xianglin Li, Runqiu Guo, Jun Cheng

Citations: 17 • 2012

Incremental Lifelong Deep Learning for Autonomous Vehicles

John M. Pierre

Citations: 17 • 2018

An Incremental Approach in Evolving Robot Behavior

Dhiraj Bajaj, Marcelo H. Ang

Citations: 17 • 2000

Incremental learning for vision-based navigation

John Weng, Shaoyun Chen

Citations: 16 • 1996

Incremental Few-Shot Object Detection for Robotics

Yiting Li, Haiyue Zhu, Sichao Tian, Fan Feng, Jun Ma, Chek Sing Teo, Cheng Xiang, Prahlad Vadakkepat, Tong Heng Lee

Citations: 15 • 2022

Knowing your limits - self-evaluation and prediction in object recognition

Michael Zillich, Johann Prankl, Thomas Mörwald, Markus Vincze

Citations: 14 • 2011

Argumentation-Based Online Incremental Learning

Hamed Ayoobi, Ming Cao, Rineke Verbrugge, Bart Verheij

Citations: 13 • 2021