| 2025 | ICCV | Align Before You Recommend: Parameter Efficient Personalization via Cross-Attentive Fusion of Hierarchical Language Models. | Alicja Kwasniewska, Marcin Bednarz, Chad Neal |
| 2023 | CVPR | Multi-sensor Ensemble-guided Attention Network for Aerial Vehicle Perception Beyond Visible Spectrum. | Alicja Kwasniewska, Anastacia MacAllister, Rey Nicolas, Javier Garzs |
| 2022 | HSI | Comparison of image pre-processing methods in liver segmentation task. | Kamil Kaczor, Pawel Nadachowski, Maksymilian Operlejn, Artur Piastowski, Marta Zielonka, Jan Cychnerski, Alicja Kwasniewska |
| 2022 | HSI | Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems. | Alicja Kwasniewska, Sharath Raghava, Carlos Dvila, Mikael Sevenier, David Gamba, Jacek Ruminski |
| 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 |
| 2018 | IECON | Edge Assisted Efficient Data Annotation for Realtime Video Big Data. | Libin Tang, Harish Subramony, Weian Chen, Jimin Ha, Hassnaa Moustafa, Tejaswini Sirlapu, Gauri Deshpande, Alicja Kwasniewska |
| 2017 | HSI | Deep features class activation map for thermal face detection and tracking. | Alicja Kwasniewska, Jacek Ruminski, Paul Rad |
| 2016 | HSI | Real-time facial feature tracking in poor quality thermal imagery. | Alicja Kwasniewska, Jacek Ruminski |
| 2015 | HSI | Quality of graphical markers for the needs of eyewear devices. | Alicja Kwasniewska, Joanna Klimiuk-Myszk, Jacek Ruminski, Jerome Forrier, Benot Martin, Isabelle Pecci |