Ramos, Fabio

Simple online and realtime tracking

Bewley, A., Ge, Z., Ott, L., Ramos, F., & Upcroft, B. (2016) · 2016 IEEE International Conference on Image Processing (ICIP)

Video Surveillance and Tracking MethodsTarget Tracking and Data Fusion in Sensor Networks

Cited by 4,433

Malicious Software Classification Using Transfer Learning of ResNet-50 Deep Neural Network

Rezende, E., Ruppert, G., Carvalho, T., Ramos, F., & de Geus, P. (2017) · 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA)

Advanced Malware Detection TechniquesSecurity and Verification in Computing

Cited by 285

Robot Learning From Randomized Simulations: A Review

Muratore, F., Ramos, F., Turk, G., Yu, W., Gienger, M., & Peters, J. (2022) · Frontiers in Robotics and AI

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 128

DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting

Heiden, E., Macklin, M., Narang, Y., Fox, D., Garg, A., & Ramos, F. (2021) · Robotics: Science and Systems XVII

Soft Robotics and ApplicationsRobot Manipulation and Learning

Cited by 66

Bayesian optimisation under uncertain inputs

Oliveira, R., Ott, L., & Ramos, F. (2019) · arXiv

Advanced Bandit Algorithms ResearchAdvanced Multi-Objective Optimization Algorithms

Cited by 30