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 | 30 | 2022 |
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 | 11 | 2021 |
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 | 7 | 2022 |
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 | 3 | 2023 |
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 | 3 | 2023 |
Does Thermal data make the detection systems more reliable? S Gowda, B Zonooz, E Arani NeurIPS 2021, 2021 | 2 | 2021 |
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 | 1 | 2023 |
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 | | |