Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Bo Han, Quanming Yao, Xingrui Yu, +5

Neural Information Processing Systems

Artificial IntelligenceExtremely Noisy LabelsDeep Neural NetworksEngineeringMachine Learning +12

Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Bo Han, Quanming Yao, Xingrui Yu, +5

arXiv (Cornell University)

Artificial IntelligenceExtremely Noisy LabelsDeep Neural NetworksEngineeringMachine Learning +11

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

Xingrui Yu, Xiaomin Wu, Chunbo Luo, +1

GIScience & Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningSpatiotemporal Data FusionSocial Sciences +17

How does Disagreement Help Generalization against Label Corruption?

Xingrui Yu, Bo Han, Jiangchao Yao, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningLawMisinformation +14

SIGUA: Forgetting May Make Learning with Noisy Labels More Robust

Bo Han, Gang Niu, Xingrui Yu, +4

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionLlm Fine-tuningGradient DescentEngineering +16

Oil Spill Segmentation via Adversarial $f$ -Divergence Learning

Xingrui Yu, He Zhang, Chunbo Luo, +2

IEEE Transactions on Geoscience and Remote Sensing

F-divergence MinimizationConvolutional Neural NetworkMachine VisionMachine LearningImage Analysis +13

Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework

He Zhang, Xingrui Yu, Peng Ren, +2

arXiv (Cornell University)

Artificial IntelligenceAnomaly DetectionMachine LearningEngineeringInformation Security +16

Deep learning for vision-based micro aerial vehicle autonomous landing

Leijian Yu, Cai Luo, Xingrui Yu, +4

International Journal of Micro Air Vehicles

Image ClassificationConvolutional Neural NetworkMachine VisionAerial RoboticsImage Analysis +13

How Does Disagreement Benefit Co-teaching?

Xingrui Yu, Bo Han, Jiangchao Yao, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningEducational PsychologyEducation +18

Tuning the olefin-VOCs epoxidation performance of ceria by mechanochemical loading of coinage metal

Chao Xiong, Can Xue, Xingrui Yu, +4

Journal of Hazardous Materials

Materials ScienceChemical EngineeringEngineeringOlefin-vocs Epoxidation PerformanceCatalyst Recycling +5