Peter W. J. Staar

Principal Researcher, International Business Machines

Joined

June 2022

Names

Peter W. J. Staar (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

International Business Machines (ibm.com)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Thomas C. Schulthess

2009 – 2013

Expertise

2014 – Present

High Performance Computing

2009 – Present

Condensed Matter Physics

2009 – Present

Publications

Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs
Lokesh Mishra, Sohayl Dhibi, Yusik Kim, Cesar Berrospi Ramis, Shubham Gupta, Michele Dolfi, Peter W. J. Staar
- ClimateNLP 2024
- Readers: Everyone
pNLP-Mixer: an Efficient all-MLP Architecture for Language
Francesco Fusco, Damian Pascual, Peter W. J. Staar, Diego Antognini
- 05 Jun 2023 (modified: 05 Jun 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Unsupervised Term Extraction for Highly Technical Domains
Francesco Fusco, Peter W. J. Staar, Diego Antognini
- 20 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Optimized Table Tokenization for Table Structure Recognition
Maksym Lysak, Ahmed S. Nassar, Nikolaos Livathinos, Christoph Auer, Peter W. J. Staar
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
FETA: Towards Specializing Foundational Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Peter W. J. Staar, Kate Saenko, Rogerio Feris, Leonid Karlinsky
- Published: 17 Sept 2022, Last Modified: 23 May 2023
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
FETA: Towards Specializing Foundation Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Kate Saenko, Peter W. J. Staar, Rogério Feris, Leonid Karlinsky
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone
Unsupervised Domain Generalization by Learning a Bridge Across Domains
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter W. J. Staar, Shady Abu Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogério Feris, Leonid Karlinsky
- 2022 (modified: 17 Nov 2022)
- CVPR 2022
- Readers: Everyone
FETA: Towards Specializing Foundational Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Peter W. J. Staar, Kate Saenko, Rogério Feris, Leonid Karlinsky
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- NeurIPS 2022
- Readers: Everyone
pNLP-Mixer: an Efficient all-MLP Architecture for Language
Francesco Fusco, Damian Pascual, Peter W. J. Staar
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis
Birgit Pfitzmann, Christoph Auer, Michele Dolfi, Ahmed S. Nassar, Peter W. J. Staar
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone

View all 33 publications

Co-Authors

View all 87 co-authors