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Metadata only2020
This record links to the Mask R-CNN paper, which extends object detection with instance segmentation masks. It gives the repository a realistic external PDF for image analysis, computer vision search, and metadata preview testing.
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross GirshickUFTAN UNIVERSITYComputer Engineering
Metadata only2024
This record links to the DeepLab semantic segmentation paper, which combines deep convolutional networks with atrous convolution and structured prediction. It is useful for testing long technical titles and external PDF document rendering.
Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. YuilleUFTAN UNIVERSITYComputer Engineering
Metadata only2022
This record links to the EfficientNet paper, which proposes compound scaling for convolutional neural network depth, width, and resolution. It supports realistic testing of undergraduate AI project metadata and external PDF handling.
Mingxing Tan, Quoc V. LeUFTAN UNIVERSITYComputer Engineering
Metadata only2023
This record links to the Vision Transformer paper, which adapts transformer architectures to image classification through patch-based image representation. It is useful for validating computer vision categories and AI search relevance.
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil HoulsbyUFTAN UNIVERSITYComputer Engineering
Metadata only2023
This record links to the ResNet paper, which presents residual learning as a method for training very deep neural networks. It is suitable for testing external PDF access, computer vision metadata, long author lists, and technical abstracts in an institutional…
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian SunUFTAN UNIVERSITYComputer Engineering