Alperen Gormez

PhD student, University of Illinois, Chicago

Joined

May 2021

Names

Alperen Gormez (Preferred)

,

Alperen Görmez

Emails

****@uic.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Illinois, Chicago (uic.edu)

2019 – Present

Undergrad student

Bilkent University (bilkent.edu.tr)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2024

Expertise

deep learning

,

neural networks

,

efficient learning

2019 – 2024

Publications

Class-aware Initialization of Early Exits for Pre-training Large Language Models
Alperen Gormez, Erdem Koyuncu
- WANT@ICML 2024 Poster
- Readers: Everyone
Dataset Pruning Using Early Exit Networks
Alperen Gormez, Erdem Koyuncu
- ICML LLW 2023
- Readers: Everyone
E2CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning
Alperen Görmez, Venkat R. Dasari, Erdem Koyuncu
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- IJCNN 2022
- Readers: Everyone
Class Based Thresholding in Early Exit Semantic Segmentation Networks
Alperen Görmez, Erdem Koyuncu
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone
Pruning Early Exit Networks
Alperen Görmez, Erdem Koyuncu
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone
E$^2$CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning
Alperen Gormez, Erdem Koyuncu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Class Means as an Early Exit Decision Mechanism
Alperen Görmez, Erdem Koyuncu
- Published: 01 Jan 2021, Last Modified: 06 Nov 2023
- CoRR 2021
- Readers: Everyone

Co-Authors