Success on Neural Information Processing Systems

The most prestigious conference in the field of Machine Learning and Artificial Intelligence, NeurIPS, has accepted 10 papers with our Faculty affiliation for the event! We are very proud with this recognition and congratulate (in alphabetical order): Hubert Baniecki, Przemysław Bieck, Marek Cygan, Piotr Miłoś, Michał Nauman, Szymon Płotka, Bartłomiej Sobieski, Piotr Skowron, Konrad Staniszewski, Ewa Szczurek, Michał Zawalski, and Alicja Ziarko.

Accepted papers:

1. Contrastive Representations for Temporal Reasoning - Alicja Ziarko, Michal Bortkiewicz, Michal Zawalski, Benjamin Eysenbach, Piotr Milos

2. Inference-Time Hyper-Scaling with KV Cache Compression - Adrian Łańcucki, Konrad Staniszewski, Piotr Nawrot, Edoardo M. Ponti

3. ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods - Michal Kmicikiewicz, Vincent Fortuin, Ewa Szczurek

4. Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation - Szymon Płotka, Maciej Chrabaszcz, Gizem Mert, Ewa Szczurek, Arkadiusz Sitek

5. FlySearch: Exploring how vision-language models explore - Adam Pardyl, Dominik Matuszek, Mateusz Przebieracz, Marek Cygan, Bartosz Zieliński, Maciej Wołczyk

6. Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners - Michal Nauman, Marek Cygan, Carmelo Sferrazza, Aviral Kumar, Pieter Abbeel

7. Compute-Optimal Scaling for Value-Based Deep RL - Preston Fu, Oleh Rybkin, Zhiyuan Zhou, Michal Nauman, Pieter Abbeel, Sergey Levine, Aviral Kumar

8. Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions -Hubert Baniecki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Przemyslaw Biecek

9. System-Embedded Diffusion Bridge Models - Bartlomiej Sobieski, Matthew Tivnan, Yuang Wang, Siyeop yoon, Pengfei Jin, Dufan Wu, Quanzheng Li, Przemyslaw Biecek

10. Strategic Cost Selection in Participatory Budgeting - Piotr Faliszewski, Łukasz Janeczko, Andrzej Kaczmarczyk, Grzegorz Lisowski, Piotr Skowron, Stanisław Szufa, Mateusz Szwagierczak.