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Maciej Szankin
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 24
Top Topics
Fully Automated
Vital Signs
Language Model
Deep Learning
Top Venues
CoRR
EMBC
HSI
IECON
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Publications
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Anthony Sarah
,
Sharath Nittur Sridhar
,
Maciej Szankin
,
Sairam Sundaresan
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models.
CoRR
(2024)
Souvik Kundu
,
Sharath Nittur Sridhar
,
Maciej Szankin
,
Sairam Sundaresan
Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model.
ICASSP
(2024)
Maciej Szankin
,
Alicja Kwasniewska
,
Jacek Ruminski
Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth.
J. Imaging
9 (9) (2023)
Sharath Nittur Sridhar
,
Souvik Kundu
,
Sairam Sundaresan
,
Maciej Szankin
,
Anthony Sarah
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning.
CoRR
(2023)
Souvik Kundu
,
Sharath Nittur Sridhar
,
Maciej Szankin
,
Sairam Sundaresan
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT.
CoRR
(2023)
Sharath Nittur Sridhar
,
Souvik Kundu
,
Sairam Sundaresan
,
Maciej Szankin
,
Anthony Sarah
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning.
ICCV (Workshops)
(2023)
Sharath Nittur Sridhar
,
Maciej Szankin
,
Fang Chen
,
Sairam Sundaresan
,
Anthony Sarah
SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search.
CoRR
(2023)
Daniel Cummings
,
Anthony Sarah
,
Sharath Nittur Sridhar
,
Maciej Szankin
,
Juan Pablo Muñoz
,
Sairam Sundaresan
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities.
CoRR
(2022)
Anthony Sarah
,
Daniel Cummings
,
Sharath Nittur Sridhar
,
Sairam Sundaresan
,
Maciej Szankin
,
Tristan Webb
,
J. Pablo Munoz
A Hardware-Aware System for Accelerating Deep Neural Network Optimization.
CoRR
(2022)
Daniel Cummings
,
Sharath Nittur Sridhar
,
Anthony Sarah
,
Maciej Szankin
Accelerating neural architecture exploration across modalities using genetic algorithms.
GECCO Companion
(2022)
Daniel Cummings
,
Sharath Nittur Sridhar
,
Anthony Sarah
,
Maciej Szankin
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms.
CoRR
(2022)
Maciej Szankin
,
Alicja Kwasniewska
,
Natalia Glowacka
,
Jacek Ruminski
,
Rey Nicolas
,
David Gamba
Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions.
HSI
(2021)
Alicja Kwasniewska
,
Maciej Szankin
,
Jacek Ruminski
,
Anthony Sarah
,
David Gamba
Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models.
CVPR Workshops
(2021)
Alicja Kwasniewska
,
Jacek Ruminski
,
Maciej Szankin
,
Mariusz Kaczmarek
Super-resolved thermal imagery for high-accuracy facial areas detection and analysis.
Eng. Appl. Artif. Intell.
87 (2020)
Maciej Szankin
,
Alicja Kwasniewska
,
Jacek Ruminski
Influence of Thermal Imagery Resolution on Accuracy of Deep Learning based Face Recognition.
HSI
(2019)
Jacek Ruminski
,
Alicja Kwasniewska
,
Maciej Szankin
,
Tomasz Kocejko
,
Magdalena Mazur-Milecka
Evaluation of Facial Pulse Signals using Deep Neural Net Models.
EMBC
(2019)
Alicja Kwasniewska
,
Maciej Szankin
,
Jacek Ruminski
,
Mariusz Kaczmarek
Evaluating Accuracy of Respiratory Rate Estimation from Super Resolved Thermal Imagery.
EMBC
(2019)
Alicja Kwasniewska
,
Maciej Szankin
,
Mateusz Ozga
,
Jason Wolfe
,
Arun Das
,
Adam Zajac
,
Jacek Ruminski
,
Paul Rad
Deep Learning Optimization for Edge Devices: Analysis of Training Quantization Parameters.
IECON
(2019)
Krzysztof Czuszynski
,
Alicja Kwasniewska
,
Maciej Szankin
,
Jacek Ruminski
Optical Sensor Based Gestures Inference Using Recurrent Neural Network in Mobile Conditions.
HSI
(2018)
Mingshan Wang
,
Tejaswini Sirlapu
,
Alicja Kwasniewska
,
Maciej Szankin
,
Marko Bartscherer
,
Rey Nicolas
Speaker Recognition Using Convolutional Neural Network with Minimal Training Data for Smart Home Solutions.
HSI
(2018)
Maciej Szankin
,
Alicja Kwasniewska
,
Jacek Ruminski
,
Rey Nicolas
Road Condition Evaluation Using Fusion of Multiple Deep Models on Always-On Vision Processor.
IECON
(2018)
Alicja Kwasniewska
,
Jacek Ruminski
,
Maciej Szankin
,
Krzysztof Czuszynski
Remote Estimation of Video-Based Vital Signs in Emotion Invocation Studies.
EMBC
(2018)
Maciej Szankin
,
Alicja Kwasniewska
,
Tejaswini Sirlapu
,
Mingshan Wang
,
Jacek Ruminski
,
Rey Nicolas
,
Marko Bartscherer
Long Distance Vital Signs Monitoring with Person Identification for Smart Home Solutions.
EMBC
(2018)
Alicja Kwasniewska
,
Jacek Ruminski
,
Maciej Szankin
,
Krzysztof Czuszynski
Pose-Invariant Face Detection by Replacing Deep Neurons with Capsules for Thermal Imagery in Telemedicine.
EMBC
(2018)