Zobrazeno 1 - 10
of 260
pro vyhledávání: '"Gorjan, P."'
In the face of dataset shift, model calibration plays a pivotal role in ensuring the reliability of machine learning systems. Calibration error (CE) is an indicator of the alignment between the predicted probabilities and the classifier accuracy. Whi
Externí odkaz:
http://arxiv.org/abs/2312.08586
Open Information Extraction (OIE) methods extract facts from natural language text in the form of ("subject"; "relation"; "object") triples. These facts are, however, merely surface forms, the ambiguity of which impedes their downstream usage; e.g.,
Externí odkaz:
http://arxiv.org/abs/2310.14909
Autor:
Radevski, Gorjan, Grujicic, Dusan, Moens, Marie-Francine, Blaschko, Matthew, Tuytelaars, Tinne
The focal point of egocentric video understanding is modelling hand-object interactions. Standard models, e.g. CNNs or Vision Transformers, which receive RGB frames as input perform well. However, their performance improves further by employing addit
Externí odkaz:
http://arxiv.org/abs/2307.07483
Publikováno v:
IACR Communications in Cryptology, Vol. 1, no. 1, Apr 09, 2024
In the permutation inversion problem, the task is to find the preimage of some challenge value, given oracle access to the permutation. This is a fundamental problem in query complexity, and appears in many contexts, particularly cryptography. In thi
Externí odkaz:
http://arxiv.org/abs/2306.13729
Autor:
Radevski, Gorjan, Grujicic, Dusan, Blaschko, Matthew, Moens, Marie-Francine, Tuytelaars, Tinne
The focal point of egocentric video understanding is modelling hand-object interactions. Standard models -- CNNs, Vision Transformers, etc. -- which receive RGB frames as input perform well, however, their performance improves further by employing ad
Externí odkaz:
http://arxiv.org/abs/2210.04331
The Even-Mansour cipher is a simple method for constructing a (keyed) pseudorandom permutation $E$ from a public random permutation~$P:\{0,1\}^n \rightarrow \{0,1\}^n$. It is secure against classical attacks, with optimal attacks requiring $q_E$ quer
Externí odkaz:
http://arxiv.org/abs/2112.07530
Recognizing human actions is fundamentally a spatio-temporal reasoning problem, and should be, at least to some extent, invariant to the appearance of the human and the objects involved. Motivated by this hypothesis, in this work, we take an object-c
Externí odkaz:
http://arxiv.org/abs/2111.01936
Data Science and Machine Learning Teaching Practices with Focus on Vocational Education and Training
Autor:
Gorjan Nadzinski, Branislav Gerazov, Stefan Zlatinov, Tomislav Kartalov, Marija Markovska Dimitrovska, Hristijan Gjoreski, Risto Chavdarov, Zivko Kokolanski, Igor Atanasov, Jelena Horstmann, Uros Sterle, Matjaz Gams
Publikováno v:
Informatics in Education, Vol 22, Iss 4, Pp 671-690 (2023)
With the development of technology allowing for a rapid expansion of data science and machine learning in our everyday lives, a significant gap is forming in the global job market where the demand for qualified workers in these fields cannot be prope
Externí odkaz:
https://doaj.org/article/0cc7205b58814c32bd84f4755c90bf82
Accurately predicting the performance of different optimization algorithms for previously unseen problem instances is crucial for high-performing algorithm selection and configuration techniques. In the context of numerical optimization, supervised r
Externí odkaz:
http://arxiv.org/abs/2104.10999
Automated algorithm selection and configuration methods that build on exploratory landscape analysis (ELA) are becoming very popular in Evolutionary Computation. However, despite a significantly growing number of applications, the underlying machine
Externí odkaz:
http://arxiv.org/abs/2104.09272