Maciej Szankin

28 papers C 6Misc 1Journal 10Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Privacy-Preserving Audience Analytics: Lightweight Thermal Face Recognition for Real-Time Marketing Intelligence at the Edge. ICCVW Maciej Szankin, Jacek Ruminski
2025	—	`conf`	Seeing the Signs: A Survey of Edge-Deployable OCR Models for Billboard Visibility Analysis. ICCVW Maciej Szankin, Vidhyananth Venkatasamy, Lihang Ying
2025	J	`jnl`	Seeing the Signs: A Survey of Edge-Deployable OCR Models for Billboard Visibility Analysis. CoRR Maciej Szankin, Vidhyananth Venkatasamy, Lihang Ying
2024	—	`conf`	LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models. ECCV Workshops (11) Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
2024	J	`jnl`	LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models. CoRR Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
2024	Misc	`conf`	Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model. ICASSP Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
2023	—	`conf`	InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. ICCV (Workshops) Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah
2023	J	`jnl`	InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. CoRR Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah
2023	J	`jnl`	Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT. CoRR Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
2023	J	`jnl`	SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search. CoRR Sharath Nittur Sridhar, Maciej Szankin, Fang Chen, Sairam Sundaresan, Anthony Sarah
2023	J	`jnl`	Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth. J. Imaging Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
2022	J	`jnl`	A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities. CoRR Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan
2022	J	`jnl`	A Hardware-Aware System for Accelerating Deep Neural Network Optimization. CoRR Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz
2022	J	`jnl`	Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms. CoRR Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
2022	—	`conf`	Accelerating neural architecture exploration across modalities using genetic algorithms. GECCO Companion Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
2021	C	`conf`	Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions. HSI Maciej Szankin, Alicja Kwasniewska, Natalia Glowacka, Jacek Ruminski, Rey Nicolas, David Gamba
2021	—	`conf`	Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models. CVPR Workshops Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba
2020	J	`jnl`	Super-resolved thermal imagery for high-accuracy facial areas detection and analysis. Eng. Appl. Artif. Intell. Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Mariusz Kaczmarek
2019	C	`conf`	Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters. IECON Alicja Kwasniewska, Maciej Szankin, Mateusz Ozga, Jason Wolfe, Arun Das, Adam Zajac, Jacek Ruminski, Paul Rad
2019	—	`conf`	Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery. EMBC Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Mariusz Kaczmarek
2019	—	`conf`	Evaluation of Facial Pulse Signals using Deep Neural Net Models. EMBC Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka
2019	C	`conf`	Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition. HSI Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski
2018	—	`conf`	Long Distance Vital Signs Monitoring with Person Identification for Smart Home Solutions. EMBC Maciej Szankin, Alicja Kwasniewska, Tejaswini Sirlapu, Mingshan Wang, Jacek Ruminski, Rey Nicolas, Marko Bartscherer
2018	C	`conf`	Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions. HSI Krzysztof Czuszynski, Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski
2018	—	`conf`	Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine. EMBC Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski
2018	—	`conf`	Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies. EMBC Alicja Kwasniewska, Jacek Ruminski, Maciej Szankin, Krzysztof Czuszynski
2018	C	`conf`	Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor. IECON Maciej Szankin, Alicja Kwasniewska, Jacek Ruminski, Rey Nicolas
2018	C	`conf`	Speaker Recognition Using Convolutional Neural Network with Minimal Training Data for Smart Home Solutions. HSI Mingshan Wang, Tejaswini Sirlapu, Alicja Kwasniewska, Maciej Szankin, Marko Bartscherer, Rey Nicolas