23 citations · 29 across the 3 of their papers we have counts for
4 papers
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks
Mateus Roder, Jurandy Almeida, Gustavo H. de Rosa +3
In the last decade, exponential data growth supplied machine learning-based algorithms' capacity and enabled their usage in daily-life activities. Additionally, such an improvement…
Deep Learning in Beyond 5G Networks with Image-based Time-Series Representation
Lucas Fernando Alvarenga e Silva, Bruno Yuji Lino Kimura, Jurandy Almeida
Towards the network innovation, the Beyond Five-Generation (B5G) networks envision the use of machine learning (ML) methods to predict the network conditions and performance indica…
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain
Samuel Felipe dos Santos, Jurandy Almeida
Human action recognition has become one of the most active field of research in computer vision due to its wide range of applications, like surveillance, medical, industrial enviro…
Low-Budget Label Query through Domain Alignment Enforcement
Jurandy Almeida, Cristiano Saltori, Paolo Rota +1
Deep learning revolution happened thanks to the availability of a massive amount of labelled data which have contributed to the development of models with extraordinary inference c…