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08/30/2023
Emoji Promotes Developer Participation and Issue Resolution on GitHub
Although remote working is increasingly adopted during the pandemic, man...
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08/03/2023
Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning
Class incremental learning (CIL) aims to incrementally update a trained ...
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06/01/2023
SpotTarget: Rethinking the Effect of Target Edges for Link Prediction in Graph Neural Networks
Graph Neural Networks (GNNs) have demonstrated promising outcomes across...
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05/25/2023
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint
Given the growing concerns about fairness in machine learning and the im...
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02/18/2023
Scalable Prompt Generation for Semi-supervised Learning with Language Models
Prompt-based learning methods in semi-supervised learning (SSL) settings...
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12/28/2022
Swin MAE: Masked Autoencoders for Small Datasets
The development of deep learning models in medical image analysis is maj...
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02/16/2022
When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in Vlogs
We consider the task of temporal human action localization in lifestyle ...
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12/30/2021
A General Traffic Shaping Protocol in E-Commerce
To approach different business objectives, online traffic shaping algori...
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08/05/2021
MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets
Annotating multiple organs in 3D medical images is time-consuming and co...
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08/04/2021
On the Robustness of Domain Adaption to Adversarial Attacks
State-of-the-art deep neural networks (DNNs) have been proved to have ex...
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03/09/2021