Publications

Conference: Advances in Neural Information Processing Systems

2025

• Szymon Płotka, Gizem Mert, Maciej Chrabaszcz, Ewa Szczurek , Arkadiusz Sitek, Mamba goes home: Hierarchical soft mixture-of-experts for 3d medical image segmentation, 39th Conference on Neural Information Processing Systems, Mexico, Mexico, 30 November 2025 - 5 December 2025. See in PBN
• Michal Kmicikiewicz, Vincent Fortuin, Ewa Szczurek , PROSPERO: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods, 39th Conference on Neural Information Processing Systems, Mexico, Mexico, 30 November 2025 - 5 December 2025. See in PBN

2024

• Aoran Wang, Tsz Pan Tong, Andrzej Mizera , Jun Pang, Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data, The Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 10 December 2024 - 15 December 2024. See in PBN
• Michał Nauman, Mateusz Ostaszewski, Krzysztof Jankowski, Piotr Miłoś , Marek Cygan , Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control, The Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 10 December 2024 - 15 December 2024, 37 2024, p. 1-34. See in PBN
• Szymon Antoniak, Michał Krutul , Maciej Pióro, Jakub Krajewski , Jan Ludziejewski , Kamil Ciebiera, Krystian Król, Tomasz Odrzygóźdź, Marek Cygan , Sebastian Jaszczur , Mixture of Tokens: Continuous MoE through Cross-Example Aggregation, The Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 10 December 2024 - 15 December 2024, 37 2024, p. 103873-103896. See in PBN
• Albert Q. Jiang, Alicja Ziarko , Bartosz Piotrowski, Wenda Li, Mateja Jamnik, Piotr Miłoś , Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe, The Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 10 December 2024 - 15 December 2024. See in PBN

2023

• Szymon Tworkowski, Konrad Staniszewski , Mikołaj Pacek, Yuhuai Wu, Henryk Michalewski , Piotr Miłoś , Focused Transformer: Contrastive Training for Context Scaling, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, the United States of America, 10 December 2023 - 16 December 2023. See in PBN
• Wojciech Masarczyk, Mateusz Ostaszewski, Piotr Miłoś , Tomasz Trzciński, The Tunnel Effect: Building Data Representations in Deep Neural Networks, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, the United States of America, 10 December 2023 - 16 December 2023. See in PBN

2022

• Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, MACIEJ ŚLIWOWSKI, Vincent Rouanne, Piotr Tempczyk , 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets, 35th Conference on Neural Information Processing Systems, San Diego, the United States of America, 5 December 2021 - 13 December 2021, 176 2022, p. 205-219. See in PBN
• Maciej Wołczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , Disentangling Transfer in Continual Reinforcement Learning, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, the United States of America, 29 November 2022 - 1 December 2023. See in PBN
• Kuang-Huei Lee, Ofir Nachum, Mengjiao (Sherry) Yang, Lisa Lee, Daniel Freeman, Sergio Guadarrama, Ian Fischer, Winnie Xu, Eric Jang, Henryk Michalewski , Igor Mordatch, Multi-Game Decision Transformers, 36th Conference on Neural Information Processing Systems , Nowy Orlean , the United States of America, 28 November 2022 - 30 November 2022. See in PBN
• Aitor Lewkowycz, Anders Andreassen, David Dohan, Ethan Dyer, Henryk Michalewski , Vinay Ramasesh, Ambrose Slone, Cem Anil, Imanol Schlag, Theo Gutman-Solo, Yuhuai Wu, Behnam Neyshabur, Guy Gur-Ari, Vedant Misra, Solving Quantitative Reasoning Problems with Language Models, 36th Conference on Neural Information Processing Systems , Nowy Orlean , the United States of America, 28 November 2022 - 30 November 2022. See in PBN
• Piotr Miłoś , The Surprising Effectiveness of Latent World Models for Continual Reinforcement Learning, 36th Conference on Neural Information Processing Systems, online, the United States of America, 28 November 2022 - 9 December 2022. See in PBN
• Albert Q. Jiang, Wenda Li, Szymon Tworkowski, Konrad Czechowski, Tomasz Odrzygóźdź, Piotr Miłoś , Yuhuai Wu, Mateja Jamnik, Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers, 36th Conference on Neural Information Processing Systems , Nowy Orlean , the United States of America, 28 November 2022 - 30 November 2022. See in PBN

2021

• Maciej Wołczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , Continual World : a robotic benchmark for continual reinforcement learning, 35th Conference on Neural Information Processing Systems, On-line, the United States of America, 6 December 2021 - 14 December 2021, [34] 2021, p. [1-14]. See in PBN
• Grzegorz Pierczyński , Piotr Skowron , Dominik Peters, Proportional Participatory Budgeting with Additive Utilities, Thirty-fifth Conference on Neural Information Processing Systems, Online, the United States of America, 7 December 2021 - 10 December 2021. See in PBN
• Sebastian Jaszczur , Aakanksha Chowdhery, Afroz Mohiuddin, Lukasz Kaiser, Wojciech Gajewski, Henryk Michalewski , Jonni Kanerva, Sparse is Enough in Scaling Transformers, Thirty-fifth Conference on Neural Information Processing Systems, Online, the United States of America, 7 December 2021 - 10 December 2021. See in PBN