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09/13/2023
Dynamic Spectrum Mixer for Visual Recognition
Recently, MLP-based vision backbones have achieved promising performance...
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05/23/2023
A Laplacian Pyramid Based Generative H E Stain Augmentation Network
Hematoxylin and Eosin (H E) staining is a widely used sample preparati...
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05/10/2023
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer
Adapting a large language model for multiple-attribute text style transf...
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03/10/2023
Adaptive Supervised PatchNCE Loss for Learning H E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs
Immunohistochemical (IHC) staining highlights the molecular information ...
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10/24/2022
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?
Task-oriented dialogue (TOD) systems have assisted users on many tasks, ...
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06/08/2022
Towards Self-supervised and Weight-preserving Neural Architecture Search
Neural architecture search (NAS) algorithms save tremendous labor from h...
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01/21/2022
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation
Medical image segmentation has been widely recognized as a pivot procedu...
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09/15/2021
Improving Text Auto-Completion with Next Phrase Prediction
Language models such as GPT-2 have performed well on constructing syntac...
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08/12/2021
Syntax Matters! Syntax-Controlled in Text Style Transfer
Existing text style transfer (TST) methods rely on style classifiers to ...
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07/08/2021
Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation
Precise localization of polyp is crucial for early cancer screening in g...
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07/02/2021
Mixed Supervision Learning for Whole Slide Image Classification
Weak supervision learning on classification labels has demonstrated high...
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05/14/2021
Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction
The study of multi-type Protein-Protein Interaction (PPI) is fundamental...
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10/24/2020
Text Style Transfer: A Review and Experiment Evaluation
The stylistic properties of text have intrigued computational linguistic...
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08/17/2020
Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets
Multi-organ segmentation has extensive applications in many clinical app...
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04/03/2020
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization
Clinical research on smart healthcare has an increasing demand for intel...
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10/09/2019
Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network
Gastric cancer is one of the most common cancers, which ranks third amon...
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07/09/2019
Signet Ring Cell Detection With a Semi-supervised Learning Framework
Signet ring cell carcinoma is a type of rare adenocarcinoma with poor pr...
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07/09/2019
Accurate Nuclear Segmentation with Center Vector Encoding
Nuclear segmentation is important and frequently demanded for pathology ...
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10/28/2018
Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation
It is widely believed that learning good representations is one of the m...
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09/02/2018
Learning to Navigate for Fine-grained Classification
Fine-grained classification is challenging due to the difficulty of find...
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06/14/2017