Publications

Selected publications.

This page highlights selected papers grouped by topic. For the complete publication list, please visit my Google Scholar profile.

Selected Publications by Topic

Anomaly Detection & OOD

AI Safety, Security & Robustness

Continual & Self-Supervised Learning

3D Vision & Efficient Models

  • APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction

    NeurIPS 2025

  • STARNet: Spatio-Temporal Aware Recurrent Network for Efficient Video Object Detection on Embedded Devices

    Machine Vision and Applications 2024

  • MobileDenseNet: A New Approach to Object Detection on Mobile Devices

    Expert Systems with Applications 2023

Biomedical & Applied Vision

  • Generative Adversarial Networks for Anomaly Detection in Biomedical Imaging: A Study on Seven Medical Image Datasets

    IEEE Access 2023

  • Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions

    Expert Systems with Applications 2021

  • Vision-Based Human Activity Recognition: A Survey

    Multimedia Tools and Applications 2020