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12/17/2022
Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images
Graph convolutional neural networks have shown significant potential in ...
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12/01/2022
ResNet Structure Simplification with the Convolutional Kernel Redundancy Measure
Deep learning, especially convolutional neural networks, has triggered a...
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06/10/2022
Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer
We propose a Transformer-based NeRF (TransNeRF) to learn a generic neura...
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02/15/2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images
Human visual attention has recently shown its distinct capability in boo...
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02/15/2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification
The increased availability and accuracy of eye-gaze tracking technology ...
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06/17/2021
Automatic Segmentation of the Prostate on 3D Trans-rectal Ultrasound Images using Statistical Shape Models and Convolutional Neural Networks
In this work we propose to segment the prostate on a challenging dataset...
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03/24/2021