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Éloi Zablocki
Éloi Zablocki
valeo.ai
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Explainability of deep vision-based autonomous driving systems: Review and challenges
É Zablocki, H Ben-Younes, P Pérez, M Cord
International Journal of Computer Vision 130 (10), 2425-2452, 2022
1552022
Learning Multi-Modal Word Representation Grounded in Visual Context
E Zablocki, P Benjamin, L Soulier, P Gallinari
Proceedings of the Thirty-Two AAAI Conference on Artificial Intelligence …, 2018
412018
Context-aware zero-shot learning for object recognition
E Zablocki, P Bordes, L Soulier, B Piwowarski, P Gallinari
International conference on machine learning, 7292-7303, 2019
382019
STEEX: Steering Counterfactual Explanations with Semantics
P Jacob, É Zablocki, H Ben-Younes, M Chen, P Pérez, M Cord
ECCV 2022, 2022
342022
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
P Bordes, E Zablocki, L Soulier, B Piwowarski, P Gallinari
Conference on Empirical Methods in Natural Language Processing (EMNLP), 696--707, 2019
312019
Driving behavior explanation with multi-level fusion
H Ben-Younes, É Zablocki, P Pérez, M Cord
Pattern Recognition 123, 108421, 2022
272022
LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation
F Bartoccioni, É Zablocki, A Bursuc, P Pérez, M Cord, K Alahari
Conference on Robot Learning, 2022
192022
Unsupervised Object Localization: Observing the Background to Discover Objects
O Siméoni, C Sekkat, G Puy, A Vobecky, É Zablocki, P Pérez
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
182023
LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR
F Bartoccioni, É Zablocki, P Pérez, M Cord, K Alahari
Computer Vision and Image Understanding 227, 103601, 2023
152023
OCTET: Object-aware Counterfactual Explanations
M Zemni, M Chen, É Zablocki, H Ben-Younes, P Pérez, M Cord
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
122023
Raising context awareness in motion forecasting
H Ben-Younes, E Zablocki, M Chen, P Pérez, M Cord
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
62022
Lip6@ clef2017: Multi-modal spatial role labeling using word embeddings working notes
É Zablocki, P Bordes, L Soulier, B Piwowarski, P Gallinari
CLEF 2017, 2017
32017
Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?
Y Xu, L Chambon, E Zablocki, M Chen, A Alahi, M Cord, P Perez
International Conference on Robotics and Automation (ICRA), 2024
22024
Unsupervised object localization in the era of self-supervised vits: A survey
O Siméoni, É Zablocki, S Gidaris, G Puy, P Pérez
arXiv preprint arXiv:2310.12904, 2023
12023
PointBeV: A Sparse Approach to BeV Predictions
L Chambon, E Zablocki, M Chen, F Bartoccioni, P Perez, M Cord
arXiv preprint arXiv:2312.00703, 2023
2023
Transductive Zero-Shot Learning using Cross-Modal CycleGAN
P Bordes, E Zablocki, B Piwowarski, P Gallinari
arXiv preprint arXiv:2011.06850, 2020
2020
Multimodal machine learning: complementarity of textual and visual contexts
E Zablocki
Sorbonne université, 2019
2019
Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle.
P Bordes, E Zablocki, L Soulier, B Piwowarski, P Gallinari
CORIA, 2019
2019
Learning Grounded Sentence Representations by Jointly Using Video and Text Information
P Bordes, E Zablocki, L Soulier, B Piwowarski, P Gallinari
2018
Apprentissage multimodal de représentation de mots à l'aide de contexte visuel
E Zablocki, B Piwowarski, L Soulier, P Gallinari
Conférence sur l'Apprentissage Automatique, 2018
2018
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