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06/12/2023
AROID: Improving Adversarial Robustness through Online Instance-wise Data Augmentation
Deep neural networks are vulnerable to adversarial examples. Adversarial...
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04/25/2023
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation
We examine the recent Segment Anything Model (SAM) on medical images, an...
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03/21/2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future
Large AI models, or foundation models, are models recently emerging with...
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02/08/2023
EVEN: An Event-Based Framework for Monocular Depth Estimation at Adverse Night Conditions
Accurate depth estimation under adverse night conditions has practical i...
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10/15/2022
MenuAI: Restaurant Food Recommendation System via a Transformer-based Deep Learning Model
Food recommendation system has proven as an effective technology to prov...
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07/20/2022
Tackling Long-Tailed Category Distribution Under Domain Shifts
Machine learning models fail to perform well on real-world applications ...
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07/08/2022
Mining Discriminative Food Regions for Accurate Food Recognition
Automatic food recognition is the very first step towards passive dietar...
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11/01/2021
Egocentric Human Trajectory Forecasting with a Wearable Camera and Multi-Modal Fusion
In this paper, we address the problem of forecasting the trajectory of a...
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09/03/2021
Occlusion-Invariant Rotation-Equivariant Semi-Supervised Depth Based Cross-View Gait Pose Estimation
Accurate estimation of three-dimensional human skeletons from depth imag...
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07/28/2021
TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021
In this report, the technical details of our submission to the EPIC-Kitc...
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07/01/2021
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring
Camera-based passive dietary intake monitoring is able to continuously c...
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05/07/2021
An Intelligent Passive Food Intake Assessment System with Egocentric Cameras
Malnutrition is a major public health concern in low-and-middle-income c...
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03/06/2021