Shruthi Gowda

According to our database, Shruthi Gowda authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Can We Break Free from Strong Data Augmentations in Self-Supervised Learning?

Shruthi Gowda, Elahe Arani, Bahram Zonooz

CoRR, 2024

Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training.

Shruthi Gowda, Bahram Zonooz, Elahe Arani

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning.

Shruthi Gowda, Bahram Zonooz, Elahe Arani

Trans. Mach. Learn. Res., 2023

LSFSL: Leveraging Shape Information in Few-shot Learning.

Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani, Bahram Zonooz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey.

Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee, Omar Magdy, Senthilkumar Kathiresan, Bahram Zonooz

Trans. Mach. Learn. Res., 2022

InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness.

Shruthi Gowda, Bahram Zonooz, Elahe Arani

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Does Thermal data make the detection systems more reliable?

Shruthi Gowda, Bahram Zonooz, Elahe Arani

CoRR, 2021

AI Driven Road Maintenance Inspection.

Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban, Ahmed Badar, Terence Brouns, Shruthi Gowda, Elahe Arani, Bahram Zonooz

CoRR, 2021