On Calibration of Modern Neural Networks

Chuan Guo, Geoff Pleiss, Yu Sun, +1

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningBatch NormalizationModern Neural Networks +15

On calibration of modern neural networks

Chuan Guo, Geoff Pleiss, Yu Sun, +1

International Conference on Machine Learning

Convolutional Neural NetworkEngineeringMachine LearningBatch NormalizationModern Neural Networks +15

Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning

Guan Wang, Yu Sun, Jianxin Wang

Computational Intelligence and Neuroscience

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningAutoencoders +18

Deep Networks with Stochastic Depth

Gao Huang, Yu Sun, Zhuang Liu, +2

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkMachine VisionMachine LearningData Science +10

Deep Learning for Plant Identification in Natural Environment

Yu Sun, Yuan Liu, Guan Wang, +1

Computational Intelligence and Neuroscience

Convolutional Neural NetworkNatural EnvironmentImage AnalysisMachine LearningData Science +11

Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification

Xilun Chen, Yu Sun, Ben Athiwaratkun, +2

Transactions of the Association for Computational Linguistics

EngineeringMachine LearningCross-lingual RepresentationAdan 1Multimodal Sentiment Analysis +14

Unsupervised Domain Adaptation through Self-Supervision

Yu Sun, Eric Tzeng, Trevor Darrell, +1

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningSource DomainSegmentation Adaptation +15

Supervised word mover's distance

Gao Huang, Chuan Quo, Matt J. Kusner, +3

PolyPublie (École Polytechnique de Montréal)

Structured PredictionEngineeringMachine LearningUnderlying WordCorpus Linguistics +20

Automatic in-trap pest detection using deep learning for pheromone-based Dendroctonus valens monitoring

Yu Sun, Xuanxin Liu, Mingshuai Yuan, +3

Biosystems Engineering

Pheromone BiochemistryEngineeringEntomologySemiochemicalPest Management +1

Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification

Xilun Chen, Yu Sun, Ben Athiwaratkun, +2

arXiv (Cornell University)

EngineeringMachine LearningCross-lingual RepresentationMultimodal Sentiment AnalysisText Mining +14