Isha Garg

PhD student, Purdue University

Joined

September 2018

Names

Isha Garg (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@purdue.edu (Confirmed)

,

****@apple.com (Confirmed)

Personal Links

Career & Education History

PhD student

Purdue University (purdue.edu)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

2017 – Present

Expertise

Deep Learning

Present

Publications

Revealing the Utilized Rank of Subspaces of Learning in Neural Networks
Isha Garg, Christian Koguchi, Eshan Verma, Daniel Ulbricht
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Memorization Through the Lens of Curvature of Loss Function Around Samples
Isha Garg, Deepak Ravikumar, Kaushik Roy
- ICML 2024 Spotlight
- Readers: Everyone
Memorization Through the Lens of Curvature of Loss Function Around Samples
Isha Garg, Deepak Ravikumar, Kaushik Roy
- Submitted to ICLR 2024
- Readers: Everyone
Encoding Hierarchical Information in Neural Networks Helps in Subpopulation Shift
Amitangshu Mukherjee, Isha Garg, Kaushik Roy
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Intra-class Mixup for Out-of-Distribution Detection
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks
Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Gradient Projection Memory for Continual Learning
Gobinda Saha, Isha Garg, Kaushik Roy
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Oral
- Readers: Everyone

Co-Authors