Surround the Nonlinearity: Inserting Foldable Convolutional Autoencoders to Reduce Activation Footprint. - Baptiste Rossigneux; Inna Kucher; Vincent Lorrain; Emmanuel Casseau (ICCV (Workshops), 2023)

A 772μJ/frame ImageNet Feature Extractor Accelerator on HD Images at 30FPS. - Ivan Miro-Panades; Vincent Lorrain; Lilian Billod; Inna Kucher; Vincent Templier; Sylvain Choisnet; Nermine Ali; Baptiste Rossigneux; Olivier Bichler; Alexandre Valentian (APCCAS, 2024)

Live Demonstration: A 772μJ/frame ImageNet Feature Extractor Accelerator on HD Images at 30FPS. - Ivan Miro-Panades; Vincent Lorrain; Lilian Billod; Inna Kucher; Vincent Templier; Sylvain Choisnet; Nermine Ali; Baptiste Rossigneux; Olivier Bichler; Alexandre Valentian (APCCAS, 2024)

Importance Resides in Activations: Fast Input-Based Nonlinearity Pruning. - Baptiste Rossigneux; Vincent Lorrain; Inna Kucher; Emmanuel Casseau (ICONIP (9), 2024)