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09/19/2023
Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer
Dynamic magnetic resonance imaging (DMRI) is an effective imaging tool f...
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05/16/2023
Pink-Eggs Dataset V1: A Step Toward Invasive Species Management Using Deep Learning Embedded Solutions
We introduce a novel dataset consisting of images depicting pink eggs th...
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05/08/2023
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition
Long-tailed multi-label visual recognition (LTML) task is a highly chall...
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04/20/2023
A Survey on Deep Neural Network Partition over Cloud, Edge and End Devices
Deep neural network (DNN) partition is a research problem that involves ...
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02/19/2023
An Efficient and Robust Method for Chest X-Ray Rib Suppression that Improves Pulmonary Abnormality Diagnosis
Suppression of thoracic bone shadows on chest X-rays (CXRs) has been ind...
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08/08/2022
Boosting Video-Text Retrieval with Explicit High-Level Semantics
Video-text retrieval (VTR) is an attractive yet challenging task for mul...
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12/24/2021
SimViT: Exploring a Simple Vision Transformer with sliding windows
Although vision Transformers have achieved excellent performance as back...
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12/30/2020
Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data
Machine learning plays an essential role in preventing financial losses ...
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07/12/2020
IllumiNet: Transferring Illumination from Planar Surfaces to Virtual Objects in Augmented Reality
This paper presents an illumination estimation method for virtual object...
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02/06/2020
Using generative adversarial networks to synthesize artificial financial datasets
Generative Adversarial Networks (GANs) became very popular for generatio...
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10/19/2019
LSTM-Assisted Evolutionary Self-Expressive Subspace Clustering
Massive volumes of high-dimensional data that evolves over time is conti...
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01/29/2019