49 citations · 217 across the 32 of their papers we have counts for
3 papers · 1 filter
Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci +2
While today's robots are able to perform sophisticated tasks, they can only act on objects they have been trained to recognize. This is a severe limitation: any robot will inevitab…
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots
Fabio Cermelli, Massimiliano Mancini, Elisa Ricci +1
Deep networks have brought significant advances in robot perception, enabling to improve the capabilities of robots in several visual tasks, ranging from object detection and recog…
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo +1
The ability to categorize is a cornerstone of visual intelligence, and a key functionality for artificial, autonomous visual machines. This problem will never be solved without alg…