Marcin Chochowski

15 papers A* 2Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning.
CoRR
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, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov
2025 J jnl
Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs.
CoRR
Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan, Ruisi Cai, Marcin Chochowski, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov
2025 J jnl
Scaling Fine-Grained MoE Beyond 50B Parameters: Empirical Evaluation and Practical Insights.
CoRR
Jakub Krajewski, Marcin Chochowski, Daniel Korzekwa
2024 A* conf
Compact Language Models via Pruning and Knowledge Distillation.
NeurIPS
Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov
2024 J jnl
Compact Language Models via Pruning and Knowledge Distillation.
CoRR
Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov
2024 A* conf
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference.
ICML
Piotr Nawrot, Adrian Lancucki, Marcin Chochowski, David Tarjan, Edoardo M. Ponti
2024 J jnl
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference.
CoRR
Piotr Nawrot, Adrian Lancucki, Marcin Chochowski, David Tarjan, Edoardo M. Ponti
2024 J jnl
LLM Pruning and Distillation in Practice: The Minitron Approach.
CoRR
Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov
2021 — conf
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task.
WAT@ACL/IJCNLP
Adam Dobrowolski, Marcin Szymanski, Marcin Chochowski, Pawel Przybysz
2020 — conf
Samsung R&D Institute Poland submission to WMT20 News Translation Task.
WMT@EMNLP
Mateusz Krubi'nski, Marcin Chochowski, Bartlomiej Boczek, Mikolaj Koszowski, Adam Dobrowolski, Marcin Szymanski, Pawel Przybysz
2019 — conf
Samsung and University of Edinburgh's System for the IWSLT 2019.
IWSLT
Joanna Wetesko, Marcin Chochowski, Pawel Przybysz, Philip Williams, Roman Grundkiewicz, Rico Sennrich, Barry Haddow, Antonio Valerio Miceli Barone, Alexandra Birch
2019 — conf
Samsung's System for the IWSLT 2019 End-to-End Speech Translation Task.
IWSLT
Tomasz Potapczyk, Pawel Przybysz, Marcin Chochowski, Artur Szumaczuk
2018 — conf
Samsung and University of Edinburgh's System for the IWSLT 2018 Low Resource MT Task.
IWSLT
Philip Williams, Marcin Chochowski, Pawel Przybysz, Rico Sennrich, Barry Haddow, Alexandra Birch
2017 — conf
The Samsung and University of Edinburgh's submission to IWSLT17.
IWSLT
Pawel Przybysz, Marcin Chochowski, Rico Sennrich, Barry Haddow, Alexandra Birch
2007 — conf
Iris recognition with match-on-card.
EUSIPCO
Adam Czajka, Przemek Strzelczyk, Marcin Chochowski, Andrzej Pacut