Maciej Szankin

28 papers C 6Misc 1Journal 10Unranked 11
YearRankTypeTitle / 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