Yan Luo | DeepAI

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Chang Liu
231 publications
Meng Wang
217 publications
Yu Liu
160 publications
Hao Zhou
145 publications
Cheng Wang
115 publications
Xi Li
111 publications
Ning Zhang
109 publications
Yong Xu
109 publications
Zhao Zhang
100 publications
Feng Chen
89 publications
Jun Sun
89 publications

∙ 08/25/2023

Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning

Glaucoma is the number one cause of irreversible blindness globally. A m...

0 Yan Luo, et al. ∙

∙ 08/06/2023

Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection

Humans recognize anomalies through two aspects: larger patch-wise repres...

0 Xincheng Yao, et al. ∙

∙ 06/15/2023

Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization

Fairness in machine learning is important for societal well-being, but l...

2 Yan Luo, et al. ∙

∙ 04/09/2023

Timestamps as Prompts for Geography-Aware Location Recommendation

Location recommendation plays a vital role in improving users' travel ex...

0 Yan Luo, et al. ∙

∙ 03/22/2023

End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling

Predicting the next location is a highly valuable and common need in man...

0 Yan Luo, et al. ∙

∙ 11/13/2022

Long-Range Zero-Shot Generative Deep Network Quantization

Quantization approximates a deep network model with floating-point numbe...

0 Yan Luo, et al. ∙

∙ 10/28/2022

GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition

In human-computer interaction, Speech Emotion Recognition (SER) plays an...

0 Jia-Xin Ye, et al. ∙

∙ 09/02/2022

Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images

Ophthalmic images and derivatives such as the retinal nerve fiber layer ...

1 Min Shi, et al. ∙

∙ 07/18/2022

CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition

Speech Emotion Recognition (SER) has become a growing focus of research ...

0 Xin-Cheng Wen, et al. ∙

∙ 01/23/2022

Learning to Predict Gradients for Semi-Supervised Continual Learning

A key challenge for machine intelligence is to learn new visual concepts...

39 Yan Luo, et al. ∙

∙ 01/23/2022

Learning to Minimize the Remainder in Supervised Learning

The learning process of deep learning methods usually updates the model'...

0 Yan Luo, et al. ∙

∙ 01/19/2022

An efficient Chorin-Temam projection proper orthogonal decomposition based reduced-order model for nonstationary Stokes equations

In this paper, we propose an efficient proper orthogonal decomposition b...

0 Xi Li, et al. ∙

∙ 01/19/2022

Swin-Pose: Swin Transformer Based Human Pose Estimation

Convolutional neural networks (CNNs) have been widely utilized in many c...

0 Zinan Xiong, et al. ∙

∙ 11/16/2021

BBS: A Blockchain Big-Data Sharing System

Chain of custody is needed to document the sequence of custody of sensit...

0 Shan Wang, et al. ∙

∙ 09/30/2021

Learning to Predict Trustworthiness with Steep Slope Loss

Understanding the trustworthiness of a prediction yielded by a classifie...

0 Yan Luo, et al. ∙

∙ 09/15/2021

BOSS: A Blockchain Off-State Sharing System

Blockchain has been applied to data sharing to ensure the integrity of d...

0 Shan Wang, et al. ∙

∙ 05/25/2021

An efficient iterative method for solving parameter-dependent and random diffusion problems

This paper develops and analyzes a general iterative framework for solvi...

0 Xiaobing Feng, et al. ∙

∙ 03/31/2021

Embracing Uncertainty: Decoupling and De-bias for Robust Temporal Grounding

Temporal grounding aims to localize temporal boundaries within untrimmed...

0 Hao Zhou, et al. ∙

∙ 03/18/2021

Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection

Accurate pedestrian classification and localization have received consid...

0 Yan Luo, et al. ∙

∙ 12/20/2020

Where, What, Whether: Multi-modal Learning Meets Pedestrian Detection

Pedestrian detection benefits greatly from deep convolutional neural net...

14 Yan Luo, et al. ∙

∙ 10/07/2020

A Fast and Effective Method of Macula Automatic Detection for Retina Images

Retina image processing is one of the crucial and popular topics of medi...

0 Yukang Jiang, et al. ∙

∙ 07/09/2020

n-Reference Transfer Learning for Saliency Prediction

Benefiting from deep learning research and large-scale datasets, salienc...

0 Yan Luo, et al. ∙

∙ 01/29/2020

3D Aggregated Faster R-CNN for General Lesion Detection

Lesions are damages and abnormalities in tissues of the human body. Many...

21 Ning Zhang, et al. ∙

∙ 12/17/2019

Direction Concentration Learning: Enhancing Congruency in Machine Learning

One of the well-known challenges in computer vision tasks is the visual ...

33 Yan Luo, et al. ∙

∙ 04/08/2019

G-softmax: Improving Intra-class Compactness and Inter-class Separability of Features

Intra-class compactness and inter-class separability are crucial indicat...

0 Yan Luo, et al. ∙

∙ 11/22/2018

NeuroTreeNet: A New Method to Explore Horizontal Expansion Network

It is widely recognized that the deeper networks or networks with more f...

0 Shenlong Lou, et al. ∙

∙ 06/17/2016

DeepFood: Deep Learning-Based Food Image Recognition for Computer-Aided Dietary Assessment

Worldwide, in 2014, more than 1.9 billion adults, 18 years and older, we...

0 Chang Liu, et al. ∙

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