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08/25/2023
Unsupervised Domain Adaptation for Anatomical Landmark Detection
Recently, anatomical landmark detection has achieved great progresses on...
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08/24/2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation
Automatic medical report generation (MRG) is of great research value as ...
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07/18/2023
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space
Deep neural networks (DNNs) have demonstrated their outperformance in va...
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07/10/2023
Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains
Diabetic Retinopathy (DR) is a common complication of diabetes and a lea...
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03/28/2023
TraffNet: Learning Causality of Traffic Generation for Road Network Digital Twins
Road network digital twins (RNDTs) play a critical role in the developme...
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03/25/2023
AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking
Deep neural networks (DNNs) are vulnerable to adversarial examples, whic...
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07/09/2022
Learning Robust Representation for Joint Grading of Ophthalmic Diseases via Adaptive Curriculum and Feature Disentanglement
Diabetic retinopathy (DR) and diabetic macular edema (DME) are leading c...
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07/08/2022
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection
This paper presents a Refinement Pyramid Transformer (RePFormer) for rob...
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02/12/2022
DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity
Despite impressive capabilities and outstanding performance, deep neural...
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12/24/2021
CatchBackdoor: Backdoor Testing by Critical Trojan Neural Path Identification via Differential Fuzzing
The success of deep neural networks (DNNs) in real-world applications ha...
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12/24/2021
NIP: Neuron-level Inverse Perturbation Against Adversarial Attacks
Although deep learning models have achieved unprecedented success, their...
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05/27/2021
When Liebig's Barrel Meets Facial Landmark Detection: A Practical Model
In recent years, significant progress has been made in the research of f...
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03/08/2020
Pixel-In-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild
Recently, heatmap regression based models become popular because of thei...
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05/09/2017