To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding

Edouard Yvenic, Arnaud Dapogny, Matthieu Cord and Kévin Bailly

July 26, 2022 - IJCAI

RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging

Edouard Yvenic, Arnaud Dapogny, Matthieu Cord and Kévin Bailly

June 02, 2022 - IEEE

SPIQ: Data-Free Per-Channel Static Input Quantization

Edouard Yvenic, Arnaud Dapogny, Matthieu Cord and Kévin Bailly

March 28, 2022

REx: Data-Free Residual Quantization Error Expansion

Edouard Yvenic, Arnaud Dapogny, Matthieu Cord and Kévin Bailly

March 28, 2022

RED : Redundancies for Data-Free Structured Compression of DNN

Edouard Yvenic, Arnaud Dapogny, Matthieu Cord and Kévin Bailly

May 31, 2021 - NeurIPS

PLOP: Learning without Forgetting for Continual Semantic Segmentation

Arthur Douillard, Yifu Chen,
Arnaud Dapogny and Matthieu Cord

March 11, 2021 - CVPR

DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation

Edouard Yvinec, Arnaud Dapogny and Kévin Bailly

April 15, 2020

Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion

Arnaud Dapogny, Kévin Bailly and Matthieu Cord

April 14, 2020

DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild

Arnaud Dapogny, Kévin Bailly and Matthieu Cord

April 04, 2019 - ICCV

Tree-gated Deep Mixture-of-Experts For Pose-robustFace Alignment

Estephe Arnaud, Arnaud Dapogny and Kévin Bailly

October 21, 2019