Zobrazeno 1 - 10
of 1 868
pro vyhledávání: '"A Van Landeghem"'
The selective classifier (SC) has garnered increasing interest in areas such as medical diagnostics, autonomous driving, and the justice system. The Area Under the Risk-Coverage Curve (AURC) has emerged as the foremost evaluation metric for assessing
Externí odkaz:
http://arxiv.org/abs/2410.15361
Swimming involves a body's capability to navigate through a fluid by undergoing self-deformations. Typically, fluid dynamics are described by the Navier-Stokes equations, and when integrated with a swimming body, it results in a highly intricate mode
Externí odkaz:
http://arxiv.org/abs/2408.14065
Autor:
Van Landeghem, Jordy, Maity, Subhajit, Banerjee, Ayan, Blaschko, Matthew, Moens, Marie-Francine, Lladós, Josep, Biswas, Sanket
This work explores knowledge distillation (KD) for visually-rich document (VRD) applications such as document layout analysis (DLA) and document image classification (DIC). While VRD research is dependent on increasingly sophisticated and cumbersome
Externí odkaz:
http://arxiv.org/abs/2406.08226
Autor:
Hamed, Omar, Bakkali, Souhail, Moens, Marie-Francine, Blaschko, Matthew, Van Landeghem, Jordy
This work addresses the need for a balanced approach between performance and efficiency in scalable production environments for visually-rich document understanding (VDU) tasks. Currently, there is a reliance on large document foundation models that
Externí odkaz:
http://arxiv.org/abs/2405.12705
Autor:
Van Landeghem, Céline, Berti, Luca, Chabannes, Vincent, Prud'Homme, Christophe, Chouippe, Agathe, Hoarau, Yannick, Giraldi, Laëtitia
We studied numerically the dynamics of colliding rigid bodies in a Newtonian fluid. The finite element method is used to solve the fluid-body interaction and the fluid motion is described in the Arbitrary-Lagrangian-Eulerian framework. To model the i
Externí odkaz:
http://arxiv.org/abs/2402.19093
This paper highlights the need to bring document classification benchmarking closer to real-world applications, both in the nature of data tested ($X$: multi-channel, multi-paged, multi-industry; $Y$: class distributions and label set variety) and in
Externí odkaz:
http://arxiv.org/abs/2308.12896
Autor:
Van Landeghem, Jordy, Tito, Rubén, Borchmann, Łukasz, Pietruszka, Michał, Józiak, Paweł, Powalski, Rafał, Jurkiewicz, Dawid, Coustaty, Mickaël, Ackaert, Bertrand, Valveny, Ernest, Blaschko, Matthew, Moens, Sien, Stanisławek, Tomasz
We call on the Document AI (DocAI) community to reevaluate current methodologies and embrace the challenge of creating more practically-oriented benchmarks. Document Understanding Dataset and Evaluation (DUDE) seeks to remediate the halted research p
Externí odkaz:
http://arxiv.org/abs/2305.08455
Autor:
Miranda, Lester James, Kádár, Ákos, Boyd, Adriane, Van Landeghem, Sofie, Søgaard, Anders, Honnibal, Matthew
The distributed representation of symbols is one of the key technologies in machine learning systems today, playing a pivotal role in modern natural language processing. Traditional word embeddings associate a separate vector with each word. While th
Externí odkaz:
http://arxiv.org/abs/2212.09255
The detection and prevention of illegal fishing is critical to maintaining a healthy and functional ecosystem. Recent research on ship detection in satellite imagery has focused exclusively on performance improvements, disregarding detection efficien
Externí odkaz:
http://arxiv.org/abs/2212.05843
Autor:
Timothy E. Boston, Feng Wang, Xi Lin, Sung Woo Kim, Vivek Fellner, Mark F. Scott, Amanda L. Ziegler, Laurianne Van Landeghem, Anthony T. Blikslager, Jack Odle
Publikováno v:
Journal of Animal Science and Biotechnology, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Background Weaning stress reduces growth performance and health of young pigs due in part to an abrupt change in diets from highly digestible milk to fibrous plant-based feedstuffs. This study investigated whether dietary galactooligosacchar
Externí odkaz:
https://doaj.org/article/cd9a36242183443686ced8293d74571c
