Chandan Kumar

Assistant Professor, Computer Science, Alfred University

Joined

September 2018

Names

Chandan Kumar (Preferred)

Emails

****@iastate.edu (Confirmed)

,

****@alfred.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computer Science, Alfred University (alfred.edu)

2025 – Present

PhD student

Computer Science, Iowa State University (iastate.edu)

2017 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2025

Expertise

DEEP LEARNING

Present

Machine Learning

Present

Representation Learning

Present

Publications

Discerning Self-supervised Learning and Weakly Supervised Learning
Chandan Kumar, Ali Jannesari, Matthew Darr
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
Unsupervised Learning Based Object Detection Using Contrastive Learning
Chandan Kumar, Jansel Herrera-Gerena, John Just, Matthew Darr, Ali Jannesari
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Discerning Self-Supervised Learning and Weakly Supervised Learning
Chandan Kumar, Matthew Darr, Ali Jannesari
- 01 Mar 2023 (modified: 11 Apr 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
Efficient Volume Estimation for Dynamic Environments using Deep Learning on the Edge
Chandan Kumar, Yamini Mathur, Ali Jannesari
- 2022 (modified: 09 Nov 2022)
- IPDPS Workshops 2022
- Readers: Everyone
Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression
Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr
- 2022 (modified: 25 Apr 2023)
- ICMLA 2022
- Readers: Everyone
Pattern Based Multivariate Regression using Deep Learning (PBMR-DP)
Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr
- 2022 (modified: 25 Apr 2023)
- CoRR 2022
- Readers: Everyone
Efficient Object Detection Model for Real-Time UAV Applications
Subrahmanyam Vaddi, Chandan Kumar, Ali Jannesari
- 2019 (modified: 09 Nov 2022)
- CoRR 2019
- Readers: Everyone

Co-Authors