43 citations · 66 across the 4 of their papers we have counts for
4 papers · 1 filter
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling
Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal +1
Video-based emotion recognition is a challenging task because it requires to distinguish the small deformations of the human face that represent emotions, while being invariant to…
Variational Fair Clustering
Imtiaz Masud Ziko, Eric Granger, Jing Yuan +1
We propose a general variational framework of fair clustering, which integrates an original Kullback-Leibler (KL) fairness term with a large class of clustering objectives, includi…
Scalable Laplacian K-modes
Imtiaz Masud Ziko, Eric Granger, Ismail Ben Ayed
We advocate Laplacian K-modes for joint clustering and density mode finding, and propose a concave-convex relaxation of the problem, which yields a parallel algorithm that scales u…
Modeling Information Flow Through Deep Neural Networks
Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli +3
This paper proposes a principled information theoretic analysis of classification for deep neural network structures, e.g. convolutional neural networks (CNN). The output of convol…