2024	Paper Title	Authors	Conference/Journal Name	Paper Link	Code Link
1	"Shortest Disjoint Paths on a Grid"	Mathieu Mari, Anish Mukherjee, Piotr Sankowski	ACM-SIAM Symposium on Discrete Algorithms (SODA 24)
2	"Exact Shortest Paths with Rational Weights on the Word RAM"	Adam Karczmarz, Wojciech Nadara, Marek Sokołowski	ACM-SIAM Symposium on Discrete Algorithms (SODA 24)	Link
3	"Max-s,t-Flow Oracles and Negative Cycle Detection in Planar Digraphs"	Adam Karczmarz	ACM-SIAM Symposium on Discrete Algorithms (SODA 24)	Link
4	"Divide and not forget: Ensemble of selectively trained experts in Continual Learning"	Grzegorz Rypeść, Sebastian Cygert, Valeriya Khan, Tomasz Trzciński, Bartosz Zieliński, Bartłomiej Twardowski	International Conference on Learning Representations (ICLR 24)	Link	Link
5	"From Interaction to Independence: zkSNARKs for Transparent and Non-Interactive Remote Attestation"	Shahriar Ebrahimi, Parisa Hassanizadeh	The Network and Distributed System Security (NDSS 24)	Link	Link
6	"Magnushammer: A Transformer-Based Approach to Premise Selection"	Maciej Mikuła, Szymon Tworkowski, Szymon Antoniak, Bartosz Piotrowski, Albert Q. Jiang, Jin Peng Zhou, Christian Szegedy, Łukasz Kuciński, Piotr Miłoś, Yuhuai Wu	International Conference on Learning Representations (ICLR 24)	Link
7	"Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning"	Dipam Goswami, Albin Soutif Cormerais, Yuyang Liu, Sandesh Kamath, Bartłomiej Twardowski, Joost van de Weijer	IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
8	"Scaling Laws for Fine-Grained Mixture of Experts"	Jan Ludziejewski, Jakub Krajewski, Kamil Adamczewski, Maciej Pióro, Michał Krutul, Szymon Antoniak, Kamil Ciebiera, Krystian Król, Tomasz Odrzygóźdź, Piotr Sankowski, Marek Cygan, Sebastian Jaszczur	ICLR 2024, ICML	Link
9	"MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts"	Maciej Pióro, Kamil Ciebiera, Krystian Król, Jan Ludziejewski, Michał Krutul, Jakub Krajewski, Szymon Antoniak, Piotr Miłoś, Marek Cygan, Sebastian Jaszczur	ICLR 2024	Link
10	"Online Multi-level Aggregation with Delays and Stochastic Arrivals"	Mathieu Mari, Michał Pawłowski, Runtian Ren, Piotr Sankowski	AAMAS	Link
11	"General Markov Model for Solving Patrolling Games"	Andrzej Nagórko, Marcin Waniek, Małgorzata Róg, Michał Godziszewski, Barbara Rosiak, Tomasz P. Michalak	40th Conference on Uncertainty in Artificial Intelligence 2024 (UAI 2024)
12	"Animated Ink Bleeding with Computational Fluid Dynamics"	Grzegorz Gruszczynski, Mateusz Tokarz, Przemyslaw Musialski	ACM SIGGRAPH 2024 Posters
13	"Neuro-Symbolic Transformation of Architectural Facades into Their Procedural Representations"	Aleksander Plocharski, Jan Swidzinski, Joanna Porter-Sobieraj, Przemyslaw Musialski	ACM SIGGRAPH 2024 Posters
14	"NeRFlame: FLAME-based conditioning of NeRF for 3D face rendering"	Wojciech Zając, Joanna Waczyńska, Piotr Borycki, Jacek Tabor, Maciej Zięba, Przemysław Spurek	Conference name: 24th International Conference on Computational Science (ICCS 2024)	Link
15	"Modeling 3D Surface Manifolds with a Locally Conditioned Atlas"	Przemysław Spurek, Sebastian Winczowski, Maciej Zięba, Tomasz Trzciński, Kacper Kania, Marcin Mazur	Conference name: 24th International Conference on Computational Science (ICCS 2024)	Link
16	"Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning"	Michal Nauman, Michał Bortkiewicz, Mateusz Ostaszewski, Piotr Miłoś, Tomasz Trzciński, Marek Cygan	ICML	Link
17	"A deep cut into Split Federated Self-supervised Learning"	Marcin Przewięźlikowski, Marcin Osial, Bartosz Zieliński, Marek Śmieja	ECML PKDD 2024	Link	Link
18	"AdaGlimpse: Active Visual Exploration with Arbitrary Glimpse Position and Scale"	Adam Pardyl, Michał Wronka, Maciej Wołczyk, Kamil Adamczewski, Tomasz Trzciński, Bartosz Zieliński	ECCV 2024	Link	Link
19	"Sparser, Better, Deeper, Stronger: Improving Sparse Training with Exact Orthogonal Initialization"	Aleksandra Nowak, Łukasz Gniecki, Filip Szatkowski, Jacek Tabor	ICML 2024	Link
20	"General Markov Model for Solving Patrolling Games"	Andrzej Nagórko, Michał Tomasz Godziszewski, Marcin Waniek, Barbara Rosiak, Małgorzata Róg, Tomasz Paweł Michalak	UAI 2024	Link
21	"Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks"	Marcin Podhajski, Jan Dubiński, Franziska Boenisch, Adam Dziedzic, Agnieszka Pregowska, Tomasz Michalak	7TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE 19-24 OCTOBER 2024 Santiago de Compostela	Link
22	"HyperMAML: Few-Shot Adaptation of Deep Models with Hypernetworks"	Marcin Przewięźlikowski, Przemysław Przybysz, Jacek Tabor, Maciej Zięba, Przemysław Spurek	Neurocomputing	arXiv / Link	Link
23	"Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery"	Grzegorz Rypeść, Daniel Marczak, Sebastian Cygert, Tomasz Trzciński, Bartłomiej Twardowski	The European Conference on Computer Vision (ECCV 2024)	Link	Link
24	"Revisiting Supervision for Continual Representation Learning"	Daniel Marczak, Sebastian Cygert, Tomasz Trzciński, Bartłomiej Twardowski	ECCV 2024	Link	Link
25	"MagMax: Leveraging Model Merging for Seamless Continual Learning"	Daniel Marczak, Bartłomiej Twardowski, Tomasz Trzciński, Sebastian Cygert	ECCV 2024	Link	Link
26	"Exemplar-free Continual Representation Learning via Learnable Drift Compensation"	Alex Gomez-Villa, Dipam Goswami, Kai Wang, Andrew D. Bagdanov, Bartlomiej Twardowski, Joost van de Weijer	ECCV 2024	Link
27	"Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem"	Maciej Wołczyk, Bartłomiej Cupiał, Mateusz Ostaszewski, Michał Bortkiewicz, Michał Zając, Razvan Pascanu, Łukasz Kuciński, Piotr Miłoś	ICML 2024	Link	Link
28	"Universal Optimization for Non-Clairvoyant Subadditive Joint Replenishment"	Tomer Ezra, Stefano Leonardi, Michał Pawłowski, Matteo Russo, Seeun William Umboh	APPROX 2024	Link
29	"Machine Learning-assisted Detection of Breast Arterial Calcifications"	Aleksandra Osowska-Kurczab, Daan van den Oever, Ioannis Sechopoulos	MICCAI 2024
30	"AR-TTA: A Simple Method for Real World Continual Test-Time Adaptation"	Damian Sójka, Bartłomiej Twardowski, Tomasz Trzciński, Sebastian Cygert	BMVC 2024
31	"FaçAID: A Transformer Model for Neuro-Symbolic Facade Reconstruction"	Aleksander Plocharski, Jan Swidzinski, Joanna Porter-Sobieraj, Przemyslaw Musialski	SIGGRAPH ASIA 2024	Link
32	"Online Multi-level Aggregation with Delays and Stochastic Arrivals"	Mathieu Mari, Michał Pawłowski, Runtian Ren, Piotr Sankowski	ISAAC 2024	Link
33	"Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion"	Filip Szatkowski, Bartosz Wójcik, Mikołaj Piórczyński, Simone Scardapane	NeurIPS 2024	Link
34	"Let Me DeCode You: Decoder Conditioning with Tabular Data"	Tomasz Szczepański, Michal K. Grzeszczyk, Szymon Płotka, Arleta Adamowicz, Piotr Fudalej, Przemysław Korzeniowski, Tomasz Trzciński, Arkadiusz Sitek	MICCAI 2024	Link	Link
35	"Neural network interatomic potentials for open surface nano-mechanics application"	Amirhossein D. Naghdi, Franco Pellegrini, Emine Küçükbenli, Dario Massa, F. Javier Dominguez–Gutierrez, Efthimios Kaxiras, Stefanos Papanikolaou	Acta Materialia journal	Link
36	"Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning"	Grzegorz Rypeść, Sebastian Cygert, Tomasz Trzciński, Bartłomiej Twardowski	NeurIPS 2024	Link	Link
37	"Augmentation-aware Self-supervised Learning with Conditioned Projector"	Marcin Przewięźlikowski, Mateusz Pyla, Bartosz Zieliński, Bartłomiej Twardowski, Jacek Tabor, Marek Śmieja	Knowledge-Based Systems Journal	Link / arXiv	Link