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)

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 (NeurIPS, 2018)

A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning. - Nicolas Carion; Nicolas Usunier; Gabriel Synnaeve; Alessandro Lazaric (NeurIPS, 2019)

End-to-End Object Detection with Transformers. - Nicolas Carion; Francisco Massa; Gabriel Synnaeve; Nicolas Usunier; Alexander Kirillov; Sergey Zagoruyko (ECCV (1), 2020)

Multi-agent reinforcement learning and object detection asstructured prediction. (Apprentissage par renforcement multi-agent et détection d'objets par prédiction structurée). - Nicolas Carion (2020)

MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. - Aishwarya Kamath; Mannat Singh; Yann LeCun; Gabriel Synnaeve; Ishan Misra; Nicolas Carion (ICCV, 2021)

Separating the World and Ego Models for Self-Driving. - Vlad Sobal; Alfredo Canziani; Nicolas Carion; Kyunghyun Cho; Yann LeCun (CoRR, 2022)

Joint Embedding Predictive Architectures Focus on Slow Features. - Vlad Sobal; Jyothir S. V; Siddhartha Jalagam; Nicolas Carion; Kyunghyun Cho; Yann LeCun (CoRR, 2022)

GeneCIS: A Benchmark for General Conditional Image Similarity. - Sagar Vaze; Nicolas Carion; Ishan Misra (CVPR, 2023)

Adapting Grounded Visual Question Answering Models to Low Resource Languages. - Ying Wang 063; Jonas Pfeiffer; Nicolas Carion; Yann LeCun; Aishwarya Kamath (CVPR Workshops, 2023)

Light-weight Probing of Unsupervised Representations for Reinforcement Learning. - Wancong Zhang; Anthony GX-Chen; Vlad Sobal; Yann LeCun; Nicolas Carion (RLJ, 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 005; Haitham Khedr; Roman Rädle; Chloé Rolland; Laura Gustafson; Eric Mintun; Junting Pan; et al. (ICLR, 2025)