Nicolas Carion

According to our database, Nicolas Carion authored at least 13 papers between 2016 and 2024.

Collaborative distances:

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

2024

DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity.

Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano

Trans. Mach. Learn. Res., 2024

SAM 2: Segment Anything in Images and Videos.

Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloé Rolland, Laura Gustafson, Eric Mintun, Junting Pan, Kalyan Vasudev Alwala, Nicolas Carion, Chao-Yuan Wu, Ross B. Girshick, Piotr Dollár, Christoph Feichtenhofer

CoRR, 2024

Light-weight Probing of Unsupervised Representations for Reinforcement Learning.

Wancong Zhang, Anthony GX-Chen, Vlad Sobal, Yann LeCun, Nicolas Carion

RLJ, 2024

2023

Adapting Grounded Visual Question Answering Models to Low Resource Languages.

Ying Wang, Jonas Pfeiffer, Nicolas Carion, Yann LeCun, Aishwarya Kamath

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

GeneCIS: A Benchmark for General Conditional Image Similarity.

Sagar Vaze, Nicolas Carion, Ishan Misra

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Joint Embedding Predictive Architectures Focus on Slow Features.

Vlad Sobal, Jyothir S. V, Siddhartha Jalagam, Nicolas Carion, Kyunghyun Cho, Yann LeCun

CoRR, 2022

Separating the World and Ego Models for Self-Driving.

Vlad Sobal, Alfredo Canziani, Nicolas Carion, Kyunghyun Cho, Yann LeCun

CoRR, 2022

2021

MDETR - Modulated Detection for End-to-End Multi-Modal Understanding.

Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, Nicolas Carion

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Multi-agent reinforcement learning and object detection asstructured prediction. (Apprentissage par renforcement multi-agent et détection d'objets par prédiction structurée).

Nicolas Carion

PhD thesis, 2020

End-to-End Object Detection with Transformers.

Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning.

Nicolas Carion, Nicolas Usunier, Gabriel Synnaeve, Alessandro Lazaric

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger.

Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

Multi-Organ Cancer Classification and Survival Analysis.

Stefan Bauer, Nicolas Carion, Peter J. Schüffler, Thomas J. Fuchs, Peter J. Wild, Joachim M. Buhmann

CoRR, 2016