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Author

G. Bogacsovics

3 papers indexed here

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Conference Aug 2026

A Hybrid Sim-to-Real Framework for Industrial Object Detection Using Synthetic Data Augmentation and Inference-Time Fusion

We present a hybrid sim-to-real framework for the accurate detection of delivery boxes in a warehouse environment, without depending on large-scale, annotated real-world data. The framework combines realistic synthetic data generation using NVIDIA Isaac Sim to supplement limited real-world annotations, and an inference...

J. Polgár, G. Bogacsovics · 0 citations
Conference Aug 2026

Deepfake Image Detection Using Spatial Rich Model Features and Deep Learning Fusion

We present a spatial rich model (SRM)-based fusion approach for accurate and reliable deepfake image detection in a binary real-versus-fake facial image classification setting. The proposed method combines the effectiveness of modern deep learning models with residual-oriented forensic information extracted through SRM...

Adnane Essoufi, G. Bogacsovics · 0 citations
Conference Aug 2026

From Flat Storage to Structured Graphs: Adaptive Memory for Domain-Specific LLM Reasoning

Large language models (LLMs) achieve strong general performance but struggle in specialized domains requiring structured, evolving knowledge. Existing context adaptation frameworks, such as Dynamic Cheatsheet and Agentic Context Engineering (ACE), accumulate domain knowledge as flat bullet-point lists, ignoring the rel...

Machungo Erick, G. Bogacsovics · 0 citations

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