Publications

Conference: Advances in Neural Information Processing Systems

2025

• Szymon Płotka, Gizem Mert, Ewa Szczurek , Arkadiusz Sitek, Maciej Chrabąszcz, 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
• Ali Shehper, Anibal Medina-Mardones, Lucas Fagan, Bartłomiej Lewandowski, Angus Gruen, Yang Qiu, Piotr Kucharski , Zhenghan Wang, Sergei Gukov, What makes math problems hard for reinforcement learning: a case study, 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
• Mateusz Olko , Michał Zając, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Łukasz Kuciński , Piotr Miłoś , Trust Your 𝛁: Gradient-based Intervention Targeting for Causal Discovery, 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

• 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