Zhilu Zhang

Researcher, Amazon

Joined

October 2018

Names

Zhilu Zhang (Preferred)

Emails

****@cornell.edu (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

PhD student

Cornell University (cornell.edu)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Mert R. Sabuncu

Present

Expertise

No areas of expertise listed

Publications

Contextual Learning for Anomaly Detection in Tabular Data
Spencer King, Zhilu Zhang, Ruofan Yu, Baris Coskun, Wei Ding, Qian Cui
- Accepted by TMLR
- Readers: Everyone
Conditional Density Ratio Score for Post Hoc Deep Outlier Detection
Zhilu Zhang, Vianne R. Gao, Qian Cui, Baris Coskun, Wei Ding
- Submitted to ICLR 2025
- Readers: Everyone
Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation
Yichen Shen, Zhilu Zhang, Mert R. Sabuncu, Lin Sun
- WACV 2021
- Readers: Everyone
Ex uno plures: Splitting One Model into an Ensemble of Subnetworks
Zhilu Zhang, Vianne R. Gao, Mert R. Sabuncu
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- CoRR 2021
- Readers: Everyone
Self-Distillation as Instance-Specific Label Smoothing
Zhilu Zhang, Mert R. Sabuncu
- NeurIPS 2020
- Readers: Everyone
Learning the Distribution: A Unified Distillation Paradigm for Fast Uncertainty Estimation in Computer Vision
Yichen Shen, Zhilu Zhang, Mert R. Sabuncu, Lin Sun
- CoRR 2020
- Readers: Everyone
Confidence Calibration for Convolutional Neural Networks Using Structured Dropout
Zhilu Zhang, Adrian V. Dalca, Mert R. Sabuncu
- CoRR 2019
- Readers: Everyone
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
Zhilu Zhang, Mert R. Sabuncu
- CoRR 2018
- Readers: Everyone
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
Zhilu Zhang, Mert R. Sabuncu
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

Co-Authors