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Shruthi Gowda
Shruthi Gowda
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标题
引用次数
引用次数
年份
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey
E Arani, S Gowda, R Mukherjee, O Magdy, S Kathiresan, B Zonooz
Transactions on Machine Learning Research (TMLR) with Survey Certification, 2022
302022
AI Driven Road Maintenance Inspection
R Mukherjee, H Iqbal, S Marzban, A Badar, T Brouns, S Gowda, E Arani, ...
27th ITS World Congress, 2021, 2021
112021
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness
S Gowda, B Zonooz, E Arani
Conference on Lifelong Learning Agents (CoLLAs 2022), 2022
72022
A comprehensive study of real-time object detection networks across multiple domains: A survey. arXiv 2022
E Arani, S Gowda, R Mukherjee, O Magdy, S Kathiresan, B Zonooz
arXiv preprint arXiv:2208.10895, 0
6
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning
S Gowda, B Zonooz, E Arani
Transactions on Machine Learning Research (TMLR), 2023
32023
Lsfsl: Leveraging shape information in few-shot learning
DC Padmanabhan, S Gowda, E Arani, B Zonooz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
32023
Does Thermal data make the detection systems more reliable?
S Gowda, B Zonooz, E Arani
NeurIPS 2021, 2021
22021
Deep Learning Based Multi-Sensor Detection System for Executing a Method to Process Images from a Visual Sensor and from a Thermal Sensor for Detection of Objects in Said Images
S Gowda, E Arani, B Zonooz
US Patent App. 17/581,759, 2023
12023
Method for leveraging shape information in few-shot learning in artificial neural networks
DC Padmanabhan, S Gowda, E Arani, B Zonooz
US Patent App. 18/165,857, 2024
2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning?
S Gowda, E Arani, B Zonooz
Third Conference on Lifelong Learning Agents - CoLLAs 2024, 2024
2024
Artificial cognitive architecture incorporating cognitive computation, inductive bias and multi-memory systems
S Gowda, B Zonooz, E Arani
US Patent App. 18/148,211, 2024
2024
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
S Gowda, B Zonooz, E Arani
The Twelfth International Conference on Learning Representations., 2024
2024
Method and System for Instilling Shape-Awareness to Self-Supervised Learning Domain
S Gowda, B Zonooz, E Arani
US Patent App. 17/894,870, 2024
2024
Method to Add Inductive Bias into Deep Neural Networks to Make Them More Shape-Aware
S Gowda, B Zonooz, E Arani
US Patent App. 17/686,267, 2023
2023
Ai based change detection system for executing a method to detect changes in geo-tagged videos to update hd maps
H Iqbal, S Gowda, A Badar, T Brouns, A Varma, E Arani, B Zonooz
US Patent App. 17/674,596, 2023
2023
A Cognitive-inspired Multi-Module Architecture for Continual Learning
S Gowda, B Zonooz, E Arani
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