YITING LI

About YITING LI

YITING LI, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of machine learning, deep learning, computer vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

PromptAD: Zero-Shot Anomaly Detection Using Text Prompts

Incremental few-shot learning via implanting and consolidating

Informativeness‐guided active learning for deep learning–based façade defects detection

Incremental Few-Shot Object Detection for Robotics

Semi‐supervised learning based on convolutional neural network and uncertainty filter for façade defects classification

Few-shot object detection via classification refinement and distractor retreatment

Evaluation-oriented façade defects detection using rule-based deep learning method

Towards generalized and incremental few-shot object detection

YITING LI Information

University

Position

Phd student

Citations(all)

435

Citations(since 2020)

435

Cited By

75

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

YITING LI Skills & Research Interests

machine learning

deep learning

computer vision

Top articles of YITING LI

Title

Journal

Author(s)

Publication Date

PromptAD: Zero-Shot Anomaly Detection Using Text Prompts

Yiting Li

Adam Goodge

Fayao Liu

Chuan-Sheng Foo

2024

Incremental few-shot learning via implanting and consolidating

Neurocomputing

Yiting Li

Haiyue Zhu

Jun Ma

Cheng Xiang

Prahlad Vadakkepat

2023/11/28

Informativeness‐guided active learning for deep learning–based façade defects detection

Computer‐Aided Civil and Infrastructure Engineering

Jingjing Guo

Qian Wang

Shu Su

Yiting Li

2023/11

Incremental Few-Shot Object Detection for Robotics

Yiting Li

Haiyue Zhu

Sichao Tian

Fan Feng

Jun Ma

...

2022/5/23

Semi‐supervised learning based on convolutional neural network and uncertainty filter for façade defects classification

Computer‐Aided Civil and Infrastructure Engineering

Jingjing Guo

Qian Wang

Yiting Li

2021

Few-shot object detection via classification refinement and distractor retreatment

Yiting Li

Haiyue Zhu

Yu Cheng

Wenxin Wang

Chek Sing Teo

...

2021

Evaluation-oriented façade defects detection using rule-based deep learning method

Automation in Construction

Jingjing Guo

Qian Wang

Yiting Li

2021/11/1

Towards generalized and incremental few-shot object detection

arXiv preprint arXiv:2109.11336

Yiting Li

Haiyue Zhu

Jun Ma

Chek Sing Teo

Cheng Xiang

...

2021/9/23

Façade defects classification from imbalanced dataset using meta learning‐based convolutional neural network

Computer‐Aided Civil and Infrastructure Engineering

Jingjing Guo

Qian Wang

Yiting Li

Pengkun Liu

2020

Grasping detection network with uncertainty estimation for confidence-driven semi-supervised domain adaptation

Haiyue Zhu

Yiting Li

Fengjun Bai

Wenjie Chen

Xiaocong Li

...

2020/10/24

Low-shot Object Detection via Classification Refinement.

Yiting Li

Yu Cheng

Lu Liu

Sichao Tian

Haiyue Zhu

...

2020/5/6

See List of Professors in YITING LI University(National University of Singapore)

Co-Authors

academic-engine