Maciej Szankin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Fully Automated

Top Venues

Publications

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)