1 citations · 2 across the 4 of their papers we have counts for
4 papers
Improving DNS Exfiltration Detection via Transformer Pretraining
Miloš Tomić, Aleksa Cvetanović, Predrag Tadić
We study whether in-domain pretraining of Bidirectional Encoder Representations from Transformer (BERT) model improves subdomain-level detection of exfiltration at low false positi…
Engineering an Efficient Object Tracker for Non-Linear Motion
Momir Adžemović, Predrag Tadić, Andrija Petrović +1
The goal of multi-object tracking is to detect and track all objects in a scene while maintaining unique identifiers for each, by associating their bounding boxes across video fram…
Synthetic Dataset Creation and Fine-Tuning of Transformer Models for Question Answering in Serbian
Aleksa Cvetanović, Predrag Tadić
In this paper, we focus on generating a synthetic question answering (QA) dataset using an adapted Translate-Align-Retrieve method. Using this method, we created the largest Serbia…
Intrinsically motivated option learning: a comparative study of recent methods
Djordje Božić, Predrag Tadić, Mladen Nikolić
Options represent a framework for reasoning across multiple time scales in reinforcement learning (RL). With the recent active interest in the unsupervised learning paradigm in the…