80 citations · 146 across the 16 of their papers we have counts for
3 papers · 1 filter
Learning to See via Epiretinal Implant Stimulation in silico with Model-Based Deep Reinforcement Learning
Jacob Lavoie, Marwan Besrour, William Lemaire +3
Objective: Diseases such as age-related macular degeneration and retinitis pigmentosa cause the degradation of the photoreceptor layer. One approach to restore vision is to electri…
Stabilizing RNN Gradients through Pre-training
Luca Herranz-Celotti, Jean Rouat
Numerous theories of learning propose to prevent the gradient from exponential growth with depth or time, to stabilize and improve training. Typically, these analyses are conducted…
From Visual to Acoustic Question Answering
Jerome Abdelnour, Giampiero Salvi, Jean Rouat
We introduce the new task of Acoustic Question Answering (AQA) to promote research in acoustic reasoning. The AQA task consists of analyzing an acoustic scene composed by a combina…