Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels. - Zhilu Zhang 004; Mert R. Sabuncu (NeurIPS, 2018)

Confidence Calibration for Convolutional Neural Networks Using Structured Dropout. - Zhilu Zhang 004; Adrian V. Dalca; Mert R. Sabuncu (CoRR, 2019)

Self-Distillation as Instance-Specific Label Smoothing. - Zhilu Zhang 004; Mert R. Sabuncu (NeurIPS, 2020)

Learning the Distribution: A Unified Distillation Paradigm for Fast Uncertainty Estimation in Computer Vision. - Yichen Shen 003; Zhilu Zhang 004; Mert R. Sabuncu; Lin Sun (CoRR, 2020)

Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation. - Yichen Shen 003; Zhilu Zhang 004; Mert R. Sabuncu; Lin Sun (WACV, 2021)

Ex uno plures: Splitting One Model into an Ensemble of Subnetworks. - Zhilu Zhang 004; Vianne R. Gao; Mert R. Sabuncu (CoRR, 2021)