Labeled data

A Survey on Negative Transfer

Wen Zhang, Lingfei Deng, Lei Zhang, Dongrui Wu

Citations: 331 • 2022

Transfer learning for sEMG hand gestures recognition using convolutional neural networks

Ulysse Côté‐Allard, Cheikh Latyr Fall, Alexandre Campeau‐Lecours, Clément Gosselin, François Laviolette, Benoit Gosselin

Citations: 174 • 2017

Adapting Deep Visuomotor Representations with Weak Pairwise Constraints

Eric Tzeng, Coline Devin, Judy Hoffman, Chelsea Finn, Pieter Abbeel, Sergey Levine, Kate Saenko, Trevor Darrell

Citations: 81 • 2020

Learning Affordance Segmentation for Real-World Robotic Manipulation via Synthetic Images

Fu-Jen Chu, Ruinian Xu, Patricio A. Vela

Citations: 63 • 2019

Target Localization in Wireless Sensor Networks Using Online Semi-Supervised Support Vector Regression

Jaehyun Yoo, Heebal Kim

Citations: 42 • 2015

A hybrid approach for improving unsupervised fault detection for robotic systems

Eliahu Khalastchi, Meir Kalech, Lior Rokach

Citations: 24 • 2017

Embodied Active Domain Adaptation for Semantic Segmentation via Informative Path Planning

René Zurbrügg, Hermann Blum, César Cadena, Roland Siegwart, Lukas Schmid

Citations: 23 • 2022

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

Jaehyun Yoo, Karl Henrik Johansson

Citations: 18 • 2017

Semi-supervised 3D Object Detection via Temporal Graph Neural Networks

Jianren Wang, Haiming Gang, Yi-Ting Chen, David Held

Citations: 16 • 2021

Semantic Segmentation from Sparse Labeling Using Multi-Level Superpixels

Íñigo Alonso, Ana C. Murillo

Citations: 15 • 2018

Deep Tri-Training for Semi-Supervised Image Segmentation

Shan An, Haogang Zhu, Jiaao Zhang, Junjie Ye, Siliang Wang, Jianqin Yin, Hong Zhang

Citations: 13 • 2022

Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera

Dan Jia, Mats Steinweg, Alexander Hermans, Bastian Leibe

Citations: 12 • 2021

"Better Be Computer or I'm Dumb": A Large-Scale Evaluation of Humans as Audio Deepfake Detectors

Kevin Warren, Tyler Tucker, Daniel Olszewski, A. Lu, Caroline Fedele, Magdalena Pasternak, Seth Layton, Kevin Butler, Carrie Gates, Patrick Traynor

Citations: 12 • 2024

Semisupervised Location Awareness in Wireless Sensor Networks Using Laplacian Support Vector Regression

Jaehyun Yoo, H. Jin Kim

Citations: 11 • 2014

Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams

Adrien Gaidon, Gloria Zen, José A. Rodríguez-Serrano

Citations: 9 • 2014

Uncertainty-Aware Self-Supervised Learning for Cross-Domain Technical Skill Assessment in Robot-Assisted Surgery

Ziheng Wang, Andrea Mariani, Arianna Menciassi, Elena De Momi, Ann Majewicz Fey

Citations: 9 • 2023

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

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

Citations: 8 • 2024

Generation of synthetic training data for object detection in piles

Elvijs Buls, Roberts Kadiķis, Ričards Cacurs, Jānis Ārents

Citations: 8 • 2019

Active learning for outdoor perception

M. Herbert, Tony Stentz, Cristian Dima

Citations: 7 • 2006

Force Myography-Based Human Robot Interactions via Deep Domain Adaptation and Generalization

Umme Zakia, Carlo Menon

Citations: 7 • 2021