Yann Dubois

AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback

Yann Dubois, Xuechen Li, Rohan Taori et al. · arXiv (Cornell University) · 2023 · 53 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +28

Measuring and typifying mobility using motility

Vincent Kaufmann, Yann Dubois, Emmanuel Ravalet · Applied Mobilities · 2017 · 35 citations · Full text

Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes

Andrew Y. K. Foong, Wessel P. Bruinsma, Jonathan Gordon et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Engineering, Machine Learning, Meta-learning +20

Learning Optimal Representations with the Decodable Information Bottleneck

Yann Dubois, Douwe Kiela, David J. Schwab et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Decodable Information Bottleneck, Information Bottleneck, Structured Prediction +14

Convolutional Conditional Neural Processes

Jonathan Gordon, Wessel P. Bruinsma, Andrew Y. K. Foong et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Few-shot Learning, Structured Prediction, Convolutional Neural Network +16