Isha Garg

4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

CVPR (1) ICCV (1) ICLR (1) ICML (1)

Top co-authors

Kaushik Roy (4) Sayeed Shafayet Chowdhury (1) Deepak Ravikumar (1) Gobinda Saha (1)

Keywords

image classification (1) temporal coding (1) coreset selection (1) spiking neural network (1) deep neural network (1) data efficiency (1) surrogate gradient (1) discrete cosine transform (1) loss curvature (1) second order optimization (1)

Papers

Memorization Through the Lens of Curvature of Loss Function Around Samples ICML 2024

Samples With Low Loss Curvature Improve Data Efficiency CVPR 2023

DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021

Gradient Projection Memory for Continual Learning ICLR 2021