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Strategic Incorporation of Synthetic Data for Performance Enhancement in Deep Learning: A Case Study on Object Tracking Tasks

Charalambos (Charis) Poullis

Sep 5, 2023
Strategic Incorporation of Synthetic Data for Performance Enhancement in Deep Learning: A Case Study on Object Tracking Tasks

Our paper Strategic Incorporation of Synthetic Data for Performance Enhancement in Deep Learning: A Case Study on Object Tracking Tasks has been published as a conference paper at the 18th International Symposium on Visual Computing (ISVC), 2023. The work is co-authored by Jatin Katyal and Charalambos Poullis.

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Data Leakage Detection and De-duplication in Large Scale Geospatial Image Datasets
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Data Leakage Detection and De-duplication in Large Scale Geospatial Image Datasets

The paper “Data Leakage Detection and De-duplication in Large Scale Geospatial Image Datasets” by Yeshwanth Kumar Adimoolam, Charalambos Poullis, and Melinos Averkiou will appear in IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2026. The paper was selected for Oral presentation and was an ⭐ Award candidate. TL;DR: The AICrowd
Jun 8, 2026 1 min read
Distill3R: Democratizing 3D Foundation Models on Commodity Hardware
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Distill3R: Democratizing 3D Foundation Models on Commodity Hardware

The paper "Distill3R: A Pipeline for Democratizing 3D Foundation Models on Commodity Hardware" by Brandon Leblanc and Charalambos Poullis was presented at the Canadian Conference on AI, Robots & Vision (AI/CRV) 2026. TL;DR: State-of-the-art multi-view 3D reconstruction has moved to foundation models that take hundreds of
Jun 5, 2026 1 min read
Designing Fatigue-Aware VR Interfaces via Biomechanical Models
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Designing Fatigue-Aware VR Interfaces via Biomechanical Models

The paper "Designing Fatigue-Aware VR Interfaces via Biomechanical Models" by Harshitha Voleti and Charalambos Poullis will appear in the ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS), 2026. TL;DR: Mid-air interaction in VR is tiring, and getting ergonomic UI layouts right today means running expensive human-in-the-loop
May 15, 2026 1 min read
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