Publications

SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data. Mélisande Teng, Amna Elmustafa, Benjamin Akera, Yoshua Bengio, Hager Radi Abdelwahed, Hugo Larochelle, David Rolnick, 2023. Conference on Neural Information Processing Systems (NeurIPS) 2023, Datasets and Benchmarks track. project website arXiv OpenReview

Bird Distribution Modelling using Remote Sensing and Citizen Science Data. Mélisande Teng, Amna Elmustafa, Benjamin Akera, Hugo Larochelle, David Rolnick, 2023. Tackling Climate Change with Machine Learning workshop at the International Conference on Learning Representations (ICLR). arXiv

ClimateGAN: Raising climate change awareness by generating images of floods. Victor Schmidt, Alexandra Sasha Luccioni, Mélisande Teng, Tianyu Zhang, Alexia Reynaud, Sunand Raghupathi, Gautier Cosne, Adrien Juraver, Vahe Vardanyan, Alex Hernandez-Garcia, Yoshua Bengio, 2021. International Conference on Learning Representations (ICLR). arXiv OpenReview

Using Simulated Data to Generate Images of Climate Change. Gautier Cosne, Adrien Juraver, Mélisande Teng, Victor Schmidt, Vahe Vardanyan, Alexandra Luccioni, Yoshua Bengio, 2020. International Conference on Learning Representations (ICLR), ML-IRL workshop. arXiv

Proactive advising: a machine learning driven approach to vaccine hesitancy. Andrew Bell, Alexander Rich, Mélisande Teng, Tin Orešković, Nuno B Bras, Lénia Mestrinho, Srdan Golubovic, Ivan Pristas, Leid Zejnilovic, 2019. IEEE International Conference on Healthcare Informatics (ICHI). IEEE Xplore