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09/06/2023
Gene-induced Multimodal Pre-training for Image-omic Classification
Histology analysis of the tumor micro-environment integrated with genomi...
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07/25/2023
RecursiveDet: End-to-End Region-based Recursive Object Detection
End-to-end region-based object detectors like Sparse R-CNN usually have ...
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06/06/2023
Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
Purpose: Congenital heart defect (CHD) is the most common birth defect. ...
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05/01/2023
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
In semi-supervised medical image segmentation, there exist empirical mis...
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02/27/2023
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography
We propose an efficient decoupled mask autoencoder (EDMAE) for standard ...
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12/29/2022
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery
We propose a novel teacher-student model for semi-supervised multi-organ...
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11/25/2022
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
Pre-trained vision-language models like CLIP have recently shown superio...
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09/21/2022
IoU-Enhanced Attention for End-to-End Task Specific Object Detection
Without densely tiled anchor boxes or grid points in the image, sparse R...
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09/19/2022
S^3R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification
Benefited from the rich and detailed spectral information in hyperspectr...
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08/01/2022
Cross Attention Based Style Distribution for Controllable Person Image Synthesis
Controllable person image synthesis task enables a wide range of applica...
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03/16/2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation
Unpaired image-to-image (I2I) translation often requires to maximize the...
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03/15/2022
Style Transformer for Image Inversion and Editing
Existing GAN inversion methods fail to provide latent codes for reliable...
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11/23/2021
Deep Residual Fourier Transformation for Single Image Deblurring
It has been a common practice to adopt the ResBlock, which learns the di...
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10/11/2021
Bridging the Gap between Label- and Reference-based Synthesis in Multi-attribute Image-to-Image Translation
The image-to-image translation (I2IT) model takes a target label or a re...
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10/11/2021
LSC-GAN: Latent Style Code Modeling for Continuous Image-to-image Translation
Image-to-image (I2I) translation is usually carried out among discrete d...
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07/27/2021
Angel's Girl for Blind Painters: an Efficient Painting Navigation System Validated by Multimodal Evaluation Approach
For people who ardently love painting but unfortunately have visual impa...
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03/05/2021
SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation
Hyperspectral imaging (HSI) unlocks the huge potential to a wide variety...
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03/03/2021
ID-Unet: Iterative Soft and Hard Deformation for View Synthesis
View synthesis is usually done by an autoencoder, in which the encoder m...
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10/20/2020
Claw U-Net: A Unet-based Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation
Sturge-Weber syndrome (SWS) is a vascular malformation disease, and it m...
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10/20/2020
Identification of deep breath while moving forward based on multiple body regions and graph signal analysis
This paper presents an unobtrusive solution that can automatically ident...
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10/09/2020
Face Mask Assistant: Detection of Face Mask Service Stage Based on Mobile Phone
Coronavirus Disease 2019 (COVID-19) has spread all over the world since ...
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07/21/2020
Novel View Synthesis on Unpaired Data by Conditional Deformable Variational Auto-Encoder
Novel view synthesis often needs the paired data from both the source an...
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02/12/2020
Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner
Research significance: During the epidemic prevention and control period...
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10/29/2019