Semi-supervised learning

Explanation-Based Neural Network Learning: A Lifelong Learning Approach

Sebastian Thrun

引用数: 154 • 2012

ON GENERALIZED MULTIPLE-INSTANCE LEARNING

Stephen Scott, Jun Zhang, Joshua W. Brown

引用数: 68 • 2005

Self-supervised learning method for unstructured road detection using Fuzzy Support Vector Machines

Shengyan Zhou, Karl Iagnemma

引用数: 51 • 2010

Supervised ActorCritic Reinforcement Learning

引用数: 50 • 2009

Semi-supervised learning and feature evaluation for RGB-D object recognition

Yanhua Cheng, Xin Zhao, Kaiqi Huang, Tieniu Tan

引用数: 43 • 2015

Human activity recognition using 2D skeleton data and supervised machine learning

Sumaira Ghazal, Umar Shahbaz Khan, Muhammad Mubasher Saleem, Nasir Rashid, Javaid Iqbal

引用数: 41 • 2019

Unsupervised Human Activity Recognition Learning for Disassembly Tasks

Xinyao Zhang, Daiyao Yi, Sara Behdad, Shreya Saxena

引用数: 36 • 2023

Feature-Temporal Semi-Supervised Extreme Learning Machine for Robotic Terrain Classification

Wenjun Lv, Yu Kang, Wei Xing Zheng, Yuping Wu, Zerui Li

引用数: 27 • 2020

The Classification of the Applicable Machine Learning Methods in Robot Manipulators

Hadi Hormozi, Elham Hormozi, Hamed Rahimi Nohooji

引用数: 26 • 2012

Learning to search: structured prediction techniques for imitation learning

J. Andrew Bagnell, Nathan Ratliff

引用数: 24 • 2009

Laplacian Support Vector Machine for Vibration-Based Robotic Terrain Classification

Wenlei Shi, Zerui Li, Wenjun Lv, Yuping Wu, Ji Chang, Xiaochuan Li

引用数: 22 • 2020

Self-taught learning

Andrew Y. Ng, Rajat Raina

引用数: 22 • 2009

Semi-supervised learning for mobile robot localization using wireless signal strengths

Jaehyun Yoo, Karl Henrik Johansson

引用数: 18 • 2017

Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path Planning

Julius Rückin, Federico Magistri, Cyrill Stachniss, Marija Popović

引用数: 16 • 2024

SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning

Jongjin Park, Younggyo Seo, Jinwoo Shin, Honglak Lee, Pieter Abbeel, Kimin Lee

引用数: 14 • 2022

Accuracy-Based Learning Classifier Systems for Multistep Reinforcement Learning: A Fuzzy Logic Approach to Handling Continuous Inputs and Learning Continuous Actions

Gang Chen, Colin I. J. Douch

引用数: 13 • 2016

A Label-Efficient Semi Self-Supervised Learning Framework for IoT Devices in Industrial Process

Vandana Bharti, Abhinav Kumar, Vishal Purohit, Rishav Singh, Amit Kumar Singh, Sanjay Kumar Singh

引用数: 12 • 2023

Interactive and Incremental Learning via a Mixture of Supervised and Unsupervised Learning Strategies

Qiong Liu, Stephen E. Levinson, Ying Wu, Thomas S. Huang

引用数: 11 • 2000

Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?

Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo

引用数: 9 • 2022

Semi-Supervised Informer for the Compound Fault Diagnosis of Industrial Robots

Chuanhua Deng, Junjie Song, Chong Chen, Tao Wang, Lianglun Cheng

引用数: 8 • 2024