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08/31/2023
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning
While the Segment Anything Model (SAM) excels in semantic segmentation f...
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08/29/2023
Optron: Better Medical Image Registration via Training in the Loop
Previously, in the field of medical image registration, there are primar...
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06/07/2022
MIRNF: Medical Image Registration via Neural Fields
Image registration is widely used in medical image analysis to provide s...
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03/16/2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow
Deep Implicit Functions (DIFs) represent 3D geometry with continuous sig...
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02/25/2022
Implicit Optimizer for Diffeomorphic Image Registration
Diffeomorphic image registration is the underlying technology in medical...
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02/08/2021
A Hybrid Task-Oriented Dialog System with Domain and Task Adaptive Pretraining
This paper describes our submission for the End-to-end Multi-domain Task...
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12/16/2020
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation
Multi-organ segmentation is one of most successful applications of deep ...
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10/27/2020
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning
Self-supervised visual pretraining has shown significant progress recent...
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03/25/2020
Adversarial Multi-Binary Neural Network for Multi-class Classification
Multi-class text classification is one of the key problems in machine le...
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03/25/2020
Learning Syntactic and Dynamic Selective Encoding for Document Summarization
Text summarization aims to generate a headline or a short summary consis...
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03/18/2020
Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization
Abstractive text summarization is a challenging task, and one need to de...
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09/06/2019
Learning Alignment for Multimodal Emotion Recognition from Speech
Speech emotion recognition is a challenging problem because human convey...
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08/02/2019
DELTA: A DEep learning based Language Technology plAtform
In this paper we present DELTA, a deep learning based language technolog...
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05/31/2018