Iris recognition with match-on-card. - Adam Czajka; Przemek Strzelczyk; Marcin Chochowski; Andrzej Pacut (EUSIPCO, 2007)

The Samsung and University of Edinburgh's submission to IWSLT17. - Pawel Przybysz; Marcin Chochowski; Rico Sennrich; Barry Haddow; Alexandra Birch (IWSLT, 2017)

Samsung and University of Edinburgh's System for the IWSLT 2018 Low Resource MT Task. - Philip Williams; Marcin Chochowski; Pawel Przybysz; Rico Sennrich; Barry Haddow; Alexandra Birch (IWSLT, 2018)

Samsung's System for the IWSLT 2019 End-to-End Speech Translation Task. - Tomasz Potapczyk; Pawel Przybysz; Marcin Chochowski; Artur Szumaczuk (IWSLT, 2019)

Samsung and University of Edinburgh's System for the IWSLT 2019. - Joanna Wetesko; Marcin Chochowski; Pawel Przybysz; Philip Williams; Roman Grundkiewicz; Rico Sennrich; Barry Haddow; Antonio Valerio Miceli Barone; Alexandra Birch (IWSLT, 2019)

Samsung R&D Institute Poland submission to WMT20 News Translation Task. - Mateusz Krubi'nski; Marcin Chochowski; Bartlomiej Boczek; Mikolaj Koszowski; Adam Dobrowolski; Marcin Szymanski; Pawel Przybysz (WMT@EMNLP, 2020)

Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task. - Adam Dobrowolski; Marcin Szymanski; Marcin Chochowski; Pawel Przybysz (WAT@ACL/IJCNLP, 2021)

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference. - Piotr Nawrot; Adrian Lancucki; Marcin Chochowski; David Tarjan; Edoardo M. Ponti (ICML, 2024)

Compact Language Models via Pruning and Knowledge Distillation. - Saurav Muralidharan; Sharath Turuvekere Sreenivas; Raviraj Joshi; Marcin Chochowski; Mostofa Patwary; Mohammad Shoeybi; Bryan Catanzaro; Jan Kautz; Pavlo Molchanov 001 (NeurIPS, 2024)

LLM Pruning and Distillation in Practice: The Minitron Approach. - Sharath Turuvekere Sreenivas; Saurav Muralidharan; Raviraj Joshi; Marcin Chochowski; Mostofa Patwary; Mohammad Shoeybi; Bryan Catanzaro; Jan Kautz; Pavlo Molchanov 001 (CoRR, 2024)

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models. - Aaron Blakeman; Aarti Basant; Abhinav Khattar; Adithya Renduchintala; Akhiad Bercovich; Aleksander Ficek; Alexis Bjorlin; Ali Taghibakhshi; Amala Sanjay Deshmukh; Ameya Sunil Mahabaleshwarkar; Andrew Tao; Anna Shors; et al. (CoRR, 2025)

Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning. - Ali Taghibakhshi; Sharath Turuvekere Sreenivas; Saurav Muralidharan; Marcin Chochowski; Yashaswi Karnati; Raviraj Joshi; Ameya Sunil Mahabaleshwarkar; Zijia Chen; Yoshi Suhara; Oluwatobi Olabiyi; Daniel Korzekwa; Mostofa Patwary; et al. (CoRR, 2025)

Scaling Fine-Grained MoE Beyond 50B Parameters: Empirical Evaluation and Practical Insights. - Jakub Krajewski; Marcin Chochowski; Daniel Korzekwa (CoRR, 2025)