Shruthi Gowda

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Lifelong Learning

Multiple Domains

Cognitive Architecture

Top Venues

Trans. Mach. Learn. Res.

Publications

Shruthi Gowda, Bahram Zonooz, Elahe Arani
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training. ICLR (2024)
Shruthi Gowda, Elahe Arani, Bahram Zonooz
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? CoRR (2024)
Shruthi Gowda, Bahram Zonooz, Elahe Arani
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training. CoRR (2024)
Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani, Bahram Zonooz
LSFSL: Leveraging Shape Information in Few-shot Learning. CoRR (2023)
Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani, Bahram Zonooz
LSFSL: Leveraging Shape Information in Few-shot Learning. CVPR Workshops (2023)
Shruthi Gowda, Bahram Zonooz, Elahe Arani
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning. Trans. Mach. Learn. Res. 2023 (2023)
Shruthi Gowda, Bahram Zonooz, Elahe Arani
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning. CoRR (2023)
Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee, Omar Magdy, Senthilkumar Kathiresan, Bahram Zonooz
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey. CoRR (2022)
Shruthi Gowda, Bahram Zonooz, Elahe Arani
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness. CoLLAs (2022)
Shruthi Gowda, Bahram Zonooz, Elahe Arani
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness. CoRR (2022)
Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee, Omar Magdy, Senthilkumar Kathiresan, Bahram Zonooz
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey. Trans. Mach. Learn. Res. 2022 (2022)
Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban, Ahmed Badar, Terence Brouns, Shruthi Gowda, Elahe Arani, Bahram Zonooz
AI Driven Road Maintenance Inspection. CoRR (2021)
Shruthi Gowda, Bahram Zonooz, Elahe Arani
Does Thermal data make the detection systems more reliable? CoRR (2021)