Jannik Kossen

Detecting hallucinations in large language models using semantic entropy

Sebastian Farquhar, Jannik Kossen, Lorenz Kuhn et al. · Nature · 2024 · 437 citations · Full text

Global green hydrogen-based steel opportunities surrounding high quality renewable energy and iron ore deposits

Alexandra Devlin, Jannik Kossen, Haulwen Goldie-Jones et al. · Nature Communications · 2023 · 180 citations · Full text

Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning

Jannik Kossen, Neil Band, Clare Lyle et al. · arXiv (Cornell University) · 2021 · 43 citations · Full text

Artificial Intelligence, Structured Prediction, Convolutional Neural Network +19

Structured Object-Aware Physics Prediction for Video Modeling and Planning

Jannik Kossen, Karl Stelzner, Marcel Hussing et al. · arXiv (Cornell University) · 2019 · 18 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Active Testing: Sample-Efficient Model Evaluation

Jannik Kossen, Sebastian Farquhar, Yarin Gal et al. · arXiv (Cornell University) · 2021 · 14 citations · Full text

Engineering, Machine Learning, Model Tuning +16