Publikacje

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 listopada 2025 - 5 grudnia 2025. Zobacz w 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 listopada 2025 - 5 grudnia 2025. Zobacz w 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 listopada 2025 - 5 grudnia 2025. Zobacz w 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 grudnia 2024 - 15 grudnia 2024. Zobacz w 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 grudnia 2024 - 15 grudnia 2024, 37 2024, s. 1-34. Zobacz w 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 grudnia 2024 - 15 grudnia 2024, 37 2024, s. 103873-103896. Zobacz w 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 grudnia 2024 - 15 grudnia 2024. Zobacz w 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 grudnia 2023 - 16 grudnia 2023. Zobacz w 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 grudnia 2023 - 16 grudnia 2023. Zobacz w 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 grudnia 2023 - 16 grudnia 2023. Zobacz w 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 listopada 2022 - 1 grudnia 2023. Zobacz w 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 listopada 2022 - 9 grudnia 2022. Zobacz w 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 listopada 2022 - 30 listopada 2022. Zobacz w 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 grudnia 2021 - 14 grudnia 2021, [34] 2021, s. [1-14]. Zobacz w 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 grudnia 2021 - 10 grudnia 2021. Zobacz w PBN