Fairness in Deep Learning: A Computational Perspective

Mengnan Du, Fan Yang, Na Zou, +1

IEEE Intelligent Systems

Artificial IntelligenceIndividual LivesEngineeringMachine LearningData Science +8

Non-Local U-Nets for Biomedical Image Segmentation

Zhengyang Wang, Na Zou, Dinggang Shen, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Geometric LearningConvolutional Neural NetworkMedical Image SegmentationEngineeringAutoencoders +18

SpecAE

Yuening Li, Xiao Huang, Jundong Li, +2

Anomaly DetectionNetwork ScienceMachine LearningData SciencePattern Recognition +12

In-Processing Modeling Techniques for Machine Learning Fairness: A Survey

Mingyang Wan, Daochen Zha, Ninghao Liu, +1

ACM Transactions on Knowledge Discovery from Data

Artificial IntelligenceEngineeringMachine LearningData ScienceFairness Metrics +10

Metabolic connectivity for differential diagnosis of dementing disorders

Dmitry Titov, Janine Diehl‐Schmid, Kuangyu Shi, +6

Journal of Cerebral Blood Flow & Metabolism

Healthy SubjectsMetabolic DisorderNeurological DisorderPositron Emission TomographyAlzheimer's Disease +19

3D Printing of Biomass-Fungi Composite Material: A Preliminary Study

Abhinav Bhardwaj, Joseph G. Vasselli, Matt Lucht, +5

Manufacturing Letters

BiocompositeBiomass-fungi Composite Material3D Bioprinting3D PrintingMolding (Process)

Design of a Decagonal Photonic Crystal Fiber for Ultra-Flattened Chromatic Dispersion

S. M. Abdur Razzak, Y. Namihira, Feroza Begum, +3

IEICE Transactions on Electronics

PhotonicsOptical MaterialsEngineeringFiber OpticOptical Transmission System +13

Shortcut Learning of Large Language Models in Natural Language Understanding

Mengnan Du, Fengxiang He, Na Zou, +2

Communications of the ACM

Natural Language ProcessingLarge Language ModelsNatural LanguageEngineeringComputational Linguistics +7

Mitigating Gender Bias in Captioning Systems

Ruixiang Tang, Mengnan Du, Yuening Li, +3

Artificial IntelligenceGendered PerceptionEngineeringMachine LearningNatural Language Processing +18

PyODDS: An End-to-end Outlier Detection System with Automated Machine Learning

Yuening Li, Daochen Zha, Praveen Kumar Venugopal, +2

Companion Proceedings of the Web Conference 2020

Anomaly DetectionMachine LearningEngineeringData ScienceData Mining +17