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09/13/2023
Differentiable JPEG: The Devil is in the Details
JPEG remains one of the most widespread lossy image coding methods. Howe...
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08/30/2023
Deep Video Codec Control
Lossy video compression is commonly used when transmitting and storing v...
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08/23/2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures
Segmenting cells and tracking their motion over time is a common task in...
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04/15/2023
An Instance Segmentation Dataset of Yeast Cells in Microstructures
Extracting single-cell information from microscopy data requires accurat...
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10/17/2022
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels
Whole Slide Image (WSI) analysis is a powerful method to facilitate the ...
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12/07/2021
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans
With the increased availability of 3D data, the need for solutions proce...
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11/09/2021
QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0
Distributed machine learning algorithms that employ Deep Neural Networks...
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10/20/2021
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data
Convolutional neural networks (CNNs) are the current state-of-the-art me...
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06/15/2021
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy
Time-lapse fluorescent microscopy (TLFM) combined with predictive mathem...
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03/22/2021
Generation and Simulation of Yeast Microscopy Imagery with Deep Learning
Time-lapse fluorescence microscopy (TLFM) is an important and powerful t...
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11/19/2020
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures
Detecting and segmenting object instances is a common task in biomedical...
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11/16/2020
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning
Cell segmentation is a major bottleneck in extracting quantitative singl...
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07/28/2020
Data Confidentiality In P2P Communication And Smart Contracts Of Blockchain In Industry 4.0
Increased collaborative production and dynamic selection of production p...
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07/28/2020