2021 main publications:
3 papers accepted at CVPR 2021 on Continual Semantic Segmentation, Semantic editing GANs, and Self Supervised BoW.

1 ICLR paper accepted on diversity in deep ensembles

NEWS:
1 ArXiv paper on transformers for image classification
1 ArXiv paper on Explainability of vision-based autonomous driving systems: Review and challenges
1 paper BEEF on XAI and Autonomous driving at the NeurIPS workshop: Machine Learning for Autonomous Driving

Sept. 2020: starting of my AI chair VISA-DEEP: Towards visual reasoning in deep learning (selected as a chair of research and teaching in artificial intelligence in the National French Government program on AI)
2020 main publications:
2 ECCV papers accepted on PODNet incremental learning and Knowledge distillation
1 CVPR paper accepted on self learning: Learning Representations by Predicting Bags of Visual Words
1 PR Journal paper on semantic segmentation SEMEDA
1 ICASSP paper on GAN: This dataset does not exist: training models from generated images
1 AAAI paper accepted on our GAN strategy for Cross-Channel Image Completion
and others …
Participation of PhD defenses: Benjamin Piwowarski (HDR 10/23), Srijan Das (10/01), Thomas Lucas (09/25), Yifu Chen (09/09), Pierre Jacob (08/09), Rémi Cadene (07/08), Daniel Brooks (07/03), Mickaël Chen (07/02), Martin Engilberge (06/12), Adrien Poulenard (04/15)

2019 main publications:
4 NeurIPS (NIPS) – Bias in VQA, zero-Shot Segmentation, Failure Detection, Riemannian NNets
4 ICCV – UDA, Face alignment, Few-shot, 3D manifold learning
3 CVPR – SoDeep, Advent and MUREL
1 AAAI – Tensor decomposition

My GANified Face (Thanks to Asya Grechka )