Cord, Matthieu

ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

Vu, T.-H., Jain, H., Bucher, M., Cord, M., & Perez, P. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 1,524

Going deeper with Image Transformers

Touvron, H., Cord, M., Sablayrolles, A., Synnaeve, G., & Jegou, H. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 1,259

ResMLP: Feedforward networks for image classification with data-efficient training

Touvron, H., Bojanowski, P., Caron, M., Cord, M., El-Nouby, A., Grave, E., Izacard, G., Joulin, A., Synnaeve, G., Verbeek, J., et al. (2021) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 807

ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training

Touvron, H., Bojanowski, P., Caron, M., Cord, M., El-Nouby, A., Grave, E., Izacard, G., Joulin, A., Synnaeve, G., Verbeek, J., et al. (2023) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 807

SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Shukor, M., Aubakirova, D., Capuano, F., Kooijmans, P., Palma, S., Zouitine, A., Aractingi, M., Pascal, C., Russi, M., Marafioti, A., et al. (2025) · arXiv

Robot Manipulation and LearningMultimodal Machine Learning Applications

Cited by 695

DeiT III: Revenge of the ViT

Touvron, H., Cord, M., & Jégou, H. (2022) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 409

MUREL: Multimodal Relational Reasoning for Visual Question Answering

Cadene, R., Ben-younes, H., Cord, M., & Thome, N. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 330

Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges

Zablocki, É., Ben-Younes, H., Pérez, P., & Cord, M. (2022) · International Journal of Computer Vision

Explainable Artificial Intelligence (XAI)Autonomous Vehicle Technology and Safety

Cited by 227

Explainability of deep vision-based autonomous driving systems: Review and challenges

Zablocki, É., Ben-Younes, H., Pérez, P., & Cord, M. (2021) · arXiv

Explainable Artificial Intelligence (XAI)Autonomous Vehicle Technology and Safety

Cited by 227

Addressing Failure Prediction by Learning Model Confidence

Corbière, C., Thome, N., Bar-Hen, A., Cord, M., & Pérez, P. (2019) · arXiv

Adversarial Robustness in Machine LearningAdvanced Neural Network Applications

Cited by 211

Training data-efficient image transformers & distillation through attention

Touvron, H., Cord, M., Douze, M., Massa, F., Sablayrolles, A., & Jégou, H. (2020) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 182

Gossip training for deep learning

Blot, M., Picard, D., Cord, M., & Thome, N. (2016) · arXiv

Stochastic Gradient Optimization TechniquesDistributed Control Multi-Agent Systems

Cited by 77

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Laurençon, H., Saulnier, L., Tronchon, L., Bekman, S., Singh, A., Lozhkov, A., Wang, T., Karamcheti, S., Rush, A. M., Kiela, D., et al. (2023) · arXiv

Multimodal Machine Learning ApplicationsHandwritten Text Recognition Techniques

Cited by 72

What matters when building vision-language models?

Laurençon, H., Tronchon, L., Cord, M., & Sanh, V. (2024) · Advances in Neural Information Processing Systems 37

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 66

Detecting 32 Pedestrian Attributes for Autonomous Vehicles

Mordan, T., Cord, M., Perez, P., & Alahi, A. (2022) · IEEE Transactions on Intelligent Transportation Systems

Advanced Neural Network ApplicationsAutonomous Vehicle Technology and Safety

Cited by 36

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards

Ramé, A., Couairon, G., Shukor, M., Dancette, C., Gaya, J.-B., Soulier, L., & Cord, M. (2023) · arXiv

Topic ModelingReinforcement Learning in Robotics

Cited by 20

eP-ALM: Efficient Perceptual Augmentation of Language Models

Shukor, M., Dancette, C., & Cord, M. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 16

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

Dapogny, A., Bailly, K., & Cord, M. (2020) · 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)

Face recognition and analysisFace Recognition and Perception

Cited by 8

Skipping Computations in Multimodal LLMs

Shukor, M., & Cord, M. (2024) · arXiv

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 0