Juliano Pinto

1. ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised\n Learning
   2020/07/15 by Viktor Olsson, Olsson, Viktor, Wilhelm Tranheden +5 · 9 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing
   2023/12/22 by Juliano Pinto, Pinto, Juliano, Georg Hess +7 · 2 citations
   Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Video Surveillance and Tracking Methods #Gaussian Processes and Bayesian Inference
3. Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning
   2021/04/01 by Juliano Pinto, Georg Hess, Pinto, Juliano +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Robotics (cs.RO) #Target Tracking and Data Fusion in Sensor Networks #Video Surveillance and Tracking Methods
4. Can Deep Learning be Applied to Model-Based Multi-Object Tracking?
   2022/02/16 by Juliano Pinto, Pinto, Juliano, Georg Hess +9 · 1 citation
   Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Species Distribution and Climate Change #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering