Jet grooming through reinforcement learning. - Stefano Carrazza; Frédéric A. Dreyer (CoRR, 2019)

Lund jet images from generative and cycle-consistent adversarial networks. - Stefano Carrazza; Frédéric A. Dreyer (CoRR, 2019)

Jet tagging in the Lund plane with graph networks. - Frédéric A. Dreyer; Huilin Qu (CoRR, 2020)

Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models. - Hannah Rose Kirk; Yennie Jun; Filippo Volpin; Haider Iqbal; Elias Benussi; Frédéric A. Dreyer; Aleksandar Shtedritski; Yuki M. Asano (NeurIPS, 2021)

How True is GPT-2? An Empirical Analysis of Intersectional Occupational Biases. - Hannah Kirk; Yennie Jun; Haider Iqbal; Elias Benussi; Filippo Volpin; Frédéric A. Dreyer; Aleksandar Shtedritski; Yuki Markus Asano (CoRR, 2021)

Leveraging universality of jet taggers through transfer learning. - Frédéric A. Dreyer; Radoslaw Grabarczyk; Pier Francesco Monni (CoRR, 2022)

Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings. - Mattia Atzeni; Mikhail Plekhanov; Frédéric A. Dreyer; Nora Kassner; Simone Merello; Louis Martin; Nicola Cancedda (EMNLP, 2023)

Multilingual End to End Entity Linking. - Mikhail Plekhanov; Nora Kassner; Kashyap Popat; Louis Martin; Simone Merello; Borislav Kozlovskii; Frédéric A. Dreyer; Nicola Cancedda (CoRR, 2023)

Inverse folding for antibody sequence design using deep learning. - Frédéric A. Dreyer; Daniel Cutting; Constantin Schneider; Henry Kenlay; Charlotte M. Deane (CoRR, 2023)

De novo antibody design with SE(3) diffusion. - Daniel Cutting; Frédéric A. Dreyer; David Errington; Constantin Schneider; Charlotte M. Deane (CoRR, 2024)

ABodyBuilder3: Improved and scalable antibody structure predictions. - Henry Kenlay; Frédéric A. Dreyer; Daniel Cutting; Daniel A. Nissley; Charlotte M. Deane (CoRR, 2024)

Large scale paired antibody language models. - Henry Kenlay; Frédéric A. Dreyer; Aleksandr Kovaltsuk; Dom Miketa; Douglas Pires; Charlotte M. Deane (PLoS Comput. Biol., 2024)

De Novo Antibody Design with SE(3) Diffusion. - Daniel Cutting; Frédéric A. Dreyer; David Errington; Constantin Schneider; Charlotte M. Deane (J. Comput. Biol., 2025)

Conformation-Aware Structure Prediction of Antigen-Recognizing Immune Proteins. - Frédéric A. Dreyer; Jan Ludwiczak; Karolis Martinkus; Brennan Abanades; Robert G. Alberstein; Pan Kessel; Pranav Rao; Jae Hyeon Lee; Richard Bonneau; Andrew M. Watkins; Franziska Seeger (CoRR, 2025)

Assessing interaction recovery of predicted protein-ligand poses. - David Errington; Constantin Schneider; Cédric Bouysset; Frédéric A. Dreyer (J. Cheminformatics, 2025)