Baptiste Rossigneux

According to our database, Baptiste Rossigneux authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Sparsity in neural networks: the trade-off between operation count and complexity for embedded systems. (Parcimonie dans les réseaux de neurones: compromis entre le nombre d'opérations et leur complexité dans un contexte embarqué).

Baptiste Rossigneux

PhD thesis, 2025

2024

Importance Resides in Activations: Fast Input-Based Nonlinearity Pruning.

Baptiste Rossigneux, Vincent Lorrain, Inna Kucher, Emmanuel Casseau

Proceedings of the Neural Information Processing - 31st International Conference, 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

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2024

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

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2024

2023

Surround the Nonlinearity: Inserting Foldable Convolutional Autoencoders to Reduce Activation Footprint.

Baptiste Rossigneux, Inna Kucher, Vincent Lorrain, Emmanuel Casseau

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023