Defense announcement
I will be defending my PhD thesis soon. Here is some practical info.
Recent posts
Interesting suruvey on NN interpretability
A new survey article on visual interpretability of NNs is out: https://arxiv.org/abs/1802.00614
Visualizing and interpreting neural networks
I’ve been interested in methods to visualize what is going on inside a neural network — mainly CNNs but not restricted to them. I’ll start with this informa...
Visualizing data with t-SNE
I’ve just watched this Google tech talk by one of the proponents of the t-SNE visualization technique.
Mystères mathématiques de l’apprentissage par réseaux de neurones
I wanted to recommend this talk by Stéphane Mallat (en Français), in which he tries to propose a way of interpreting and understanding deep CNNs using in a s...
Paper: DNN and humans agree on which invariants are significant for object recognition
Saw this paper comparing the performance of humans and DL models on object recognition tasks. The global idea of the study was to test robustness to a certai...