241 citations · 502 across the 15 of their papers we have counts for
3 papers · 2 filters
Kernel function impact on convolutional neural networks
M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera +1
This paper investigates the usage of kernel functions at the different layers in a convolutional neural network. We carry out extensive studies of their impact on convolutional, po…
Alphazzle: Jigsaw Puzzle Solver with Deep Monte-Carlo Tree Search
Marie-Morgane Paumard, Hedi Tabia, David Picard
Solving jigsaw puzzles requires to grasp the visual features of a sequence of patches and to explore efficiently a solution space that grows exponentially with the sequence length.…
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
Alexandre Heuillet, Hedi Tabia, Hichem Arioui
Siamese networks are one of the most trending methods to achieve self-supervised visual representation learning (SSL). Since hand labeling is costly, SSL can play a crucial part by…