| 2025 | ICCV | Privacy-Preserving Audience Analytics: Lightweight Thermal Face Recognition for Real-Time Marketing Intelligence at the Edge. | Maciej Szankin, Jacek Ruminski |
| 2025 | ICCV | Seeing the Signs: A Survey of Edge-Deployable OCR Models for Billboard Visibility Analysis. | Maciej Szankin, Vidhyananth Venkatasamy, Lihang Ying |
| 2024 | ECCV | LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models. | Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan |
| 2024 | ICASSP | Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model. | Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan |
| 2022 | GECCO | Accelerating neural architecture exploration across modalities using genetic algorithms. | Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin |
| 2021 | CVPR | Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models. | Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba |
| 2021 | HSI | Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions. | Maciej Szankin, Alicja Kwasniewska, Natalia Glowacka, Jacek Ruminski, Rey Nicolas, David Gamba |
| 2019 | HSI | Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. | Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski |
| 2019 | IECON | Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters. | Alicja Kwasniewska, Maciej Szankin, Mateusz Ozga, Jason Wolfe, Arun Das, Adam Zajac, Jacek Ruminski, Paul Rad |
| 2018 | HSI | Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. | Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski |
| 2018 | HSI | Speaker Recognition Using Convolutional Neural Network with Minimal Training Data for Smart Home Solutions. | Mingshan Wang, Tejaswini Sirlapu, Alicja Kwasniewska, Maciej Szankin, Marko Bartscherer, Rey Nicolas |
| 2018 | IECON | Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. | Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas |