Azevedo, Tiago
- Towards Efficient Point Cloud Graph Neural Networks Through\n Architectural Simplification
2021/08/13 by Shyam A. Tailor, René de Jong, Tailor, Shyam A. +7 · 4 citations
Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks
2021/11/10 by Guoxuan Xia, Xia, Guoxuan, Sangwon Ha +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
2020/09/07 by Tiago Azevedo, Azevedo, Tiago, René de Jong +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Robotics (cs.RO)