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Collections including paper arxiv:2108.11993

Papers - Image - Swin

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Paper • 2103.14030 • Published Mar 25, 2021 • 4
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images

Paper • 2104.12137 • Published Apr 25, 2021 • 2
Self-Supervised Learning with Swin Transformers

Paper • 2105.04553 • Published May 10, 2021 • 2
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation

Paper • 2108.11993 • Published Aug 26, 2021 • 2

Papers - Image - Segmentation - Report

Generalizability vs. Robustness: Adversarial Examples for Medical Imaging

Paper • 1804.00504 • Published Mar 23, 2018 • 2
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation

Paper • 2108.11993 • Published Aug 26, 2021 • 2
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology

Paper • 2204.05044 • Published Apr 11, 2022 • 2

Papers - Image - Segmentation - Cancer

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

Paper • 1709.07330 • Published Sep 21, 2017 • 2
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans

Paper • 1801.08599 • Published Jan 25, 2018 • 2
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function

Paper • 1810.09488 • Published Oct 22, 2018 • 2
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets

Paper • 1901.11369 • Published Jan 31, 2019 • 2

U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 6
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images

Paper • 2310.16186 • Published Oct 24, 2023 • 2
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

Paper • 1709.07330 • Published Sep 21, 2017 • 2
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans

Paper • 1801.08599 • Published Jan 25, 2018 • 2

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation

Paper • 2403.06775 • Published Mar 11 • 3
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 6
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition

Paper • 2110.07040 • Published Oct 13, 2021 • 2
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

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