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Publication search results
found 114 matches
- 2024
- Kalle Kujanpää, Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen:
Continuous Monte Carlo Graph Search. AAMAS 2024: 1047-1056 - Nicola Dainese, Alexander Ilin, Pekka Marttinen:
Can docstring reformulation with an LLM improve code generation? EACL (Student Research Workshop) 2024: 296-312 - Bernard Spiegl, Andrea Perin, Stéphane Deny, Alexander Ilin:
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis. CoRR abs/2402.02906 (2024) - Alexander Tyurin, Marta Pozzi, Ivan Ilin, Peter Richtárik:
Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity. CoRR abs/2402.04785 (2024) - Katsiaryna Haitsiukevich, Onur Poyraz, Pekka Marttinen, Alexander Ilin:
Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems. CoRR abs/2405.07097 (2024) - 2023
- Dmitry Konanov
, Vladislav V. Babenko, Aleksandra M. Belova, Arina G. Madan, Daria I Boldyreva, Oksana E. Glushenko, Ivan Butenko, Dmitry E. Fedorov, Alexander I Manolov, Danil V. Krivonos, Vassili N. Lazarev, Vadim M. Govorun, Elena N. Ilina:
Snapper: high-sensitive detection of methylation motifs based on Oxford Nanopore reads. Bioinform. 39(11) (2023) - Darren A. V. Scott, Ernest D. Benavente, Julian Libiseller-Egger, Dmitry V. Fedorov, Jody Phelan, Elena Ilina, Polina O. Tikhonova, Alexander Kudryavstev, Julia Galeeva, Taane G. Clark
, Alex Lewin:
Bayesian compositional regression with microbiome features via variational inference. BMC Bioinform. 24(1): 210 (2023) - Alexander B. Balakin
, Alexei S. Ilin
, Amir Shakirzyanov
:
Interaction of the Cosmic Dark Fluid with Dynamic Aether: Parametric Mechanism of Axion Generation in the Early Universe. Symmetry 15(10): 1824 (2023) - Nicola Dainese, Pekka Marttinen, Alexander Ilin:
Reader: Model-based language-instructed reinforcement learning. EMNLP 2023: 16583-16599 - Kalle Kujanpää, Joni Pajarinen, Alexander Ilin:
Hierarchical Imitation Learning with Vector Quantized Models. ICML 2023: 17896-17919 - Katsiaryna Haitsiukevich
, Alexander Ilin:
Improved Training of Physics-Informed Neural Networks with Model Ensembles. IJCNN 2023: 1-8 - Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen
, Alexander Ilin:
Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles. ITSC 2023: 1983-1988 - Kalle Kujanpää, Joni Pajarinen, Alexander Ilin:
Hybrid Search for Efficient Planning with Completeness Guarantees. NeurIPS 2023 - Kalle Kujanpää, Joni Pajarinen, Alexander Ilin:
Hierarchical Imitation Learning with Vector Quantized Models. CoRR abs/2301.12962 (2023) - Sam Spilsbury, Alexander Ilin:
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning. CoRR abs/2305.13092 (2023) - Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin:
Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles. CoRR abs/2309.00249 (2023) - Kalle Kujanpää, Joni Pajarinen, Alexander Ilin:
Hybrid Search for Efficient Planning with Completeness Guarantees. CoRR abs/2310.12819 (2023) - 2022
- Mehdi Saman Booy, Alexander Ilin, Pekka Orponen
:
RNA secondary structure prediction with convolutional neural networks. BMC Bioinform. 23(1): 58 (2022) - Arturs Polis, Alexander Ilin:
A Relational Model for One-Shot Classification of Images and Pen Strokes. Neurocomputing 501: 1-13 (2022) - Rinu Boney
, Alexander Ilin, Juho Kannala, Jarno Seppänen:
Learning to Play Imperfect-Information Games by Imitating an Oracle Planner. IEEE Trans. Games 14(2): 262-272 (2022) - Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün
, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu:
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR 2022 - Artem Barger, Olga Ilina, Alexander Zemtsov, Ksenia Tagirova:
Trustful Charity Foundation platform based on Hyperledger Fabric. COINS 2022: 1-6 - Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen
:
Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning. ESANN 2022 - Katsiaryna Haitsiukevich
, Alexander Ilin
:
Learning Trajectories of Hamiltonian Systems with Neural Networks. ICANN (1) 2022: 562-573 - Hamna Aslam, Eleonora Ilina, Joseph Alexander Brown, Jean-Michel Bruel:
The Intersection Between the CS Students' Perceived Ideal Workspace and the Actual One. ICL (2) 2022: 789-801 - Sam Spilsbury, Alexander Ilin:
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity. NAACL-HLT (Student Research Workshop) 2022: 143-155 - Katsiaryna Haitsiukevich, Alexander Ilin:
Learning Trajectories of Hamiltonian Systems with Neural Networks. CoRR abs/2204.05077 (2022) - Katsiaryna Haitsiukevich, Alexander Ilin:
Improved Training of Physics-Informed Neural Networks with Model Ensembles. CoRR abs/2204.05108 (2022) - Sam Spilsbury, Alexander Ilin:
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity. CoRR abs/2207.02518 (2022) - Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen:
Continuous Monte Carlo Graph Search. CoRR abs/2210.01426 (2022)
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