9 citations · 9 across the 3 of their papers we have counts for
3 papers
Test your samples jointly: Pseudo-reference for image quality evaluation
Marcelin Tworski, Stéphane Lathuilière
In this paper, we address the well-known image quality assessment problem but in contrast from existing approaches that predict image quality independently for every images, we pro…
HEMP: High-order Entropy Minimization for neural network comPression
Enzo Tartaglione, Stéphane Lathuilière, Attilio Fiandrotti +2
We formulate the entropy of a quantized artificial neural network as a differentiable function that can be plugged as a regularization term into the cost function minimized by grad…
DR2S : Deep Regression with Region Selection for Camera Quality Evaluation
Marcelin Tworski, Stéphane Lathuilière, Salim Belkarfa +2
In this work, we tackle the problem of estimating a camera capability to preserve fine texture details at a given lighting condition. Importantly, our texture preservation measurem…