Zobrazeno 1 - 10
of 31
pro vyhledávání: '"Garncarek, Łukasz"'
Autor:
Borchmann, Łukasz, Pietruszka, Michał, Jaśkowski, Wojciech, Jurkiewicz, Dawid, Halama, Piotr, Józiak, Paweł, Garncarek, Łukasz, Liskowski, Paweł, Szyndler, Karolina, Gretkowski, Andrzej, Ołtusek, Julita, Nowakowska, Gabriela, Zawłocki, Artur, Duhr, Łukasz, Dyda, Paweł, Turski, Michał
The vast portion of workloads employing LLMs involves answering questions grounded on PDF or scan content. We introduce the Arctic-TILT achieving accuracy on par with models 1000$\times$ its size on these use cases. It can be fine-tuned and deployed
Externí odkaz:
http://arxiv.org/abs/2408.04632
Local intrinsic dimension (LID) estimation methods have received a lot of attention in recent years thanks to the progress in deep neural networks and generative modeling. In opposition to old non-parametric methods, new methods use generative models
Externí odkaz:
http://arxiv.org/abs/2406.17125
Autor:
Tempczyk, Piotr, Michaluk, Rafał, Garncarek, Łukasz, Spurek, Przemysław, Tabor, Jacek, Goliński, Adam
Most of the existing methods for estimating the local intrinsic dimension of a data distribution do not scale well to high-dimensional data. Many of them rely on a non-parametric nearest neighbors approach which suffers from the curse of dimensionali
Externí odkaz:
http://arxiv.org/abs/2206.14882
Autor:
Pietruszka, Michał, Turski, Michał, Borchmann, Łukasz, Dwojak, Tomasz, Pałka, Gabriela, Szyndler, Karolina, Jurkiewicz, Dawid, Garncarek, Łukasz
The output structure of database-like tables, consisting of values structured in horizontal rows and vertical columns identifiable by name, can cover a wide range of NLP tasks. Following this constatation, we propose a framework for text-to-table neu
Externí odkaz:
http://arxiv.org/abs/2206.04045
We propose a novel method to sparsify attention in the Transformer model by learning to select the most-informative token representations during the training process, thus focusing on the task-specific parts of an input. A reduction of quadratic time
Externí odkaz:
http://arxiv.org/abs/2009.05169
Autor:
Garncarek, Łukasz, Powalski, Rafał, Stanisławek, Tomasz, Topolski, Bartosz, Halama, Piotr, Turski, Michał, Graliński, Filip
Publikováno v:
In: Llad\'os J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition - ICDAR 2021. ICDAR 2021. Lecture Notes in Computer Science, vol 12821. Springer, Cham
We introduce a simple new approach to the problem of understanding documents where non-trivial layout influences the local semantics. To this end, we modify the Transformer encoder architecture in a way that allows it to use layout features obtained
Externí odkaz:
http://arxiv.org/abs/2002.08087
Autor:
Boyer, Adrien, Garncarek, Łukasz
We prove a generalization of Schur orthogonality relations for certain classes of representations of Gromov hyperbolic groups. We apply the obtained results to show that representations of non-abelian free groups associated to the Patterson-Sullivan
Externí odkaz:
http://arxiv.org/abs/1610.06429
Autor:
Garncarek, Łukasz
These are the notes for the mini-course on the property of rapid decay given at the Erwin Schr\"odinger Institute in Vienna between March 14th and 18th, 2016, as a part of the Measured Group Theory program. They include parts which were omitted durin
Externí odkaz:
http://arxiv.org/abs/1603.06730
Autor:
Garncarek, Łukasz
Publikováno v:
Journal of Functional Analysis 270 (2016), pp. 1202-1219
The Hecke algebra $\mathbb{C}_q[W]$ of a Coxter group $W$, associated to parameter $q$, can be completed to a von Neumann algebra $\mathcal{N}_q(W)$. We study such algebras in case where $W$ is right-angled. We determine the range of $q$ for which $\
Externí odkaz:
http://arxiv.org/abs/1502.02016
Autor:
Garncarek, Łukasz, Lazarovich, Nir
Publikováno v:
New Directions in Locally Compact Groups (2018), pp 131-144
This is the extended version of the talk we gave during the Arbeitsgemeinschaft on totally disconnected locally compact groups, held in Oberwolfach in October 2014. We give the definition of the Neretin group of spheromorphisms of the infinite $q$-re
Externí odkaz:
http://arxiv.org/abs/1502.00991