23 citations · 59 across the 13 of their papers we have counts for
3 papers · 1 filter
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers
Lucas Fernando Alvarenga e Silva, Daniel Carlos Guimarães Pedronette, Fábio Augusto Faria +2
Deep learning (DL) has been the primary approach used in various computer vision tasks due to its relevant results achieved on many tasks. However, on real-world scenarios with par…
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…
Less is More: Accelerating Faster Neural Networks Straight from JPEG
Samuel Felipe dos Santos, Jurandy Almeida
Most image data available are often stored in a compressed format, from which JPEG is the most widespread. To feed this data on a convolutional neural network (CNN), a preliminary…