Mats Leon Richter

Researcher, H Company

Joined

September 2021

Names

Mats Leon Richter (Preferred)

Emails

****@uni-osnabrueck.de (Confirmed)

****@mila.quebec (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

H Company (hcompany.ai)

2024 – Present

Researcher

ServiceNow Inc (servicenow.com)

2024 – 2024

Postdoc

Montreal Institute for Learning Algorithms, University of Montreal, Université de Montréal (mila.umontreal.ca)

2022 – 2024

PhD student

Universität Osnabrück (uni-osnabrueck.de)

2019 – 2022

Head of Data Science

AIM Agile IT Management GmbH (agile-im.de)

2016 – 2020

MS student

Universität Osnabrück (uni-osnabrueck.de)

2017 – 2018

Undergrad student

Universität Osnabrück (uni-osnabrueck.de)

2012 – 2017

Advisors, Relations & Conflicts

Postdoc Advisor

Christopher J. Pal

2022 – 2023

PhD Advisor

Gunther Heidemann

2019 – 2022

Coauthor

Anna Wiedenroth

2019 – 2022

Coworker

Ulf Krumnack

2019 – 2022

Expertise

Deep Learning

Present

Explainable AI

Present

Computer Vision

Present

Publications

MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive-First Text Sources
Huu Nguyen, Victor May, Harsh Raj, Marianna Nezhurina, Yishan Wang, Yanqi Luo, Vu Minh Chien, Taishi Nakamura, Ken Tsui, Van Khue Nguyen, David Salinas, Aleksandra Krasnodębska, Christoph Schuhmann, Mats Leon Richter, Xuan-Son Vu, Jenia Jitsev
- Accepted by TMLR
- Readers: Everyone
MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive-First Text Sources
Huu Nguyen, Victor May, Harsh Raj, Marianna Nezhurina, Yishan Wang, Yanqi Luo, Vu Minh Chien, Taishi Nakamura, Ken Tsui, Van Khue Nguyen, David Salinas, Aleksandra Krasnodębska, Christoph Schuhmann, Mats Leon Richter, Xuan-Son Vu, Jenia Jitsev
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive Text Sources
Huu Nguyen, Victor May, Harsh Raj, Marianna Nezhurina, Yishan Wang, Yanqi Luo, Vu Minh Chien, Taishi Nakamura, Ken Tsui, Van Khue Nguyen, David Salinas, Aleksandra Krasnodębska, Mats Leon Richter, Christoph Schuhmann, Xuan-Son Vu, Jenia Jitsev
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Too Big to Fool: Resisting Deception in Language Models
Mohammad Reza Samsami, Mats Leon Richter, Juan A. Rodriguez, Megh Thakkar, Sarath Chandar, Maxime Gasse
- Submitted to ICLR 2025
- Readers: Everyone
CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
Matthew Fortier, Mats Leon Richter, Oliver Sonnentag, Christopher Pal
- ICLR 2025 Poster
- Readers: Everyone
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
Juan A. Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte Suresh, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-Andre Noel, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas et al. (19 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks
Juan A. Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte Suresh, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-Andre Noel, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas et al. (20 additional authors not shown)
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Simple and Scalable Strategies to Continually Pre-train Large Language Models
Adam Ibrahim, Benjamin Thérien, Kshitij Gupta, Mats Leon Richter, Quentin Gregory Anthony, Eugene Belilovsky, Timothée Lesort, Irina Rish
- Accepted by TMLR
- Readers: Everyone
Neural Coherence
Simon Guiroy, Christopher Pal, Sarath Chandar, Mats Leon Richter
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
Pablo Pernias, Dominic Rampas, Mats Leon Richter, Christopher Pal, Marc Aubreville
- ICLR 2024 oral
- Readers: Everyone

View all 13 publications

Co-Authors

View all 76 co-authors