Cornelius Emde : Publications
Click here to download all publications in a single bibtex file
@inproceedings{EPLTB-ICLR-2025-b, title = "Towards Certification of Uncertainty Calibration under Adversarial Attacks", author = "Cornelius Emde and Francesco Pinto and Thomas Lukasiewicz and Philip Torr and Adel Bibi", year = "2025", booktitle = "Proceedings of the 13th International Conference on Learning Representations, ICLR 2025, Singapore, 24--28 April 2025", }
@inproceedings{EPAKRLTB-ICLR-2025-a, title = "Shh, don't say that! Domain Certification in LLMs", author = "Cornelius Emde and Alasdair Paren and Preetham Arvind and Maxime Guillaume Kayser and Tom Rainforth and Thomas Lukasiewicz and Philip Torr and Adel Bibi", year = "2025", booktitle = "Proceedings of the 13th International Conference on Learning Representations, ICLR 2025, Singapore, 24--28 April 2025", }
@inproceedings{PQLEMTFMOBLS-ICLR-2025-c, title = "Benchmarking Predictive Coding Networks -- Made Simple", author = "Luca Pinchetti and Chang Qi and Oleh Lokshyn and Cornelius Emde and Amine M'Charrak and Mufeng Tang and Simon Frieder and Bayar Menzat and Gaspard Oliviers and Rafal Bogacz and Thomas Lukasiewicz and Tommaso Salvatori", year = "2025", booktitle = "Proceedings of the 13th International Conference on Learning Representations, ICLR 2025, Singapore, 24--28 April 2025", }
@inproceedings{SSYMSEXBL-ICLR-2024, title = "A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks", author = "Tommaso Salvatori and Yuhang Song and Yordan Yordanov and Beren Millidge and Lei Sha and Cornelius Emde and Zhenghua Xu and Rafal Bogacz and Thomas Lukasiewicz", year = "2024", booktitle = "Proceedings of the 12th International Conference on Learning Representations, ICLR 2024, Vienna, Austria, 7--11 May 2024", month = "May", }
@inproceedings{KMEBPNEGLC-EMNLP-2024, title = "Fool Me Once? Contrasting Vision- and Language-based Explanations in a Clinical Decision-Support Setting", author = "Maxime Kayser and Bayar Menzat and Cornelius Emde and Bogdan Bercean and Bartlomiej W. Papiez and Alex Novak and Abdala Espinosa and Susanne Gaube and Thomas Lukasiewicz and Oana-Maria Camburu", year = "2024", booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing‚ EMNLP 2024, Miami, Florida, November 12-16, 2024", month = "November", }
@inproceedings{MICCAI-KECPPL-2022, title = "Explaining Chest X-ray Pathologies in Natural Language", author = "Maxime Kayser and Cornelius Emde and Oana Camburu and Guy Parsons and Bartlomiej Papiez and Thomas Lukasiewicz", year = "2022", booktitle = "Proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, Singapore, 18--22 September 2022", editor = "Linwei Wang and Qi Dou and P. Thomas Fletcher and Stefanie Speidel and Shuo Li", month = "September", pages = "701--713", publisher = "Springer", series = "Lecture Notes in Computer Science (LNCS)", url = "https://doi.org/10.1007/978-3-031-16443-9_67", volume = "13435", }
@inproceedings{ICCV-KCSEDAL-2021, title = "e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks", author = "Maxime Kayser and Oana-Maria Camburu and Leonard Salewski and Cornelius Emde and Virginie Do and Zeynep Akata and Thomas Lukasiewicz", year = "2021", booktitle = "Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Virtual Conference, October 11--17, 2021", month = "October", url = "https://doi.org/10.1109/ICCV48922.2021.00128", }