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07/27/2023
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence Generation
Training an image captioner without annotated image-sentence pairs has g...
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07/18/2023
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation
Diffusion MRI tractography parcellation classifies streamlines into anat...
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05/07/2023
SynthMix: Mixing up Aligned Synthesis for Medical Cross-Modality Domain Adaptation
The adversarial methods showed advanced performance by producing synthet...
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02/06/2023
PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration
Recent interest in point cloud analysis has led rapid progress in design...
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12/31/2022
Rethinking Rotation Invariance with Point Cloud Registration
Recent investigations on rotation invariance for 3D point clouds have be...
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10/15/2022
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds
Digital neuron reconstruction from 3D microscopy images is an essential ...
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10/13/2022
A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography
Neuroimaging-based prediction of neurocognitive measures is valuable for...
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10/10/2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data
Deep learning-based segmentation methods have been widely employed for a...
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06/01/2022
Towards Generalisable Audio Representations for Audio-Visual Navigation
In audio-visual navigation (AVN), an intelligent agent needs to navigate...
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05/07/2022
Unsupervised Deep Unrolled Reconstruction Using Regularization by Denoising
Deep learning methods have been successfully used in various computer vi...
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04/22/2022
Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds
Dense captioning in 3D point clouds is an emerging vision-and-language t...
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11/26/2021
In-painting Radiography Images for Unsupervised Anomaly Detection
We propose space-aware memory queues for in-painting and detecting anoma...
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05/09/2020
ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis
Micro-expressions can reflect peoples true feelings and motives, which a...
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04/20/2020
Shape-Oriented Convolution Neural Network for Point Cloud Analysis
Point cloud is a principal data structure adopted for 3D geometric infor...
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02/03/2020