Nuno Vasconcelos

Nuno Vasconcelos

University of California, San Diego

H-index: 84

North America-United States

About Nuno Vasconcelos

Nuno Vasconcelos, With an exceptional h-index of 84 and a recent h-index of 52 (since 2020), a distinguished researcher at University of California, San Diego, specializes in the field of computer vision, deep learning, image processing, machine learning, multimedia.

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

Editable Image Elements for Controllable Synthesis

Long-Tailed Anomaly Detection with Learnable Class Names

A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects

Diffusion-based Data Augmentation for Object Counting Problems

Deep Learning Estimation of 10-2 Visual Field Map Based on Macular Optical Coherence Tomography Angiography Measurements

Toward Unsupervised Realistic Visual Question Answering

Tire defect detection with limited annotation

POP: Prompt Of Prompts for Continual Learning

Nuno Vasconcelos Information

University

Position

Professor of Electrical and Computer Engineering

Citations(all)

33305

Citations(since 2020)

18592

Cited By

22202

hIndex(all)

84

hIndex(since 2020)

52

i10Index(all)

198

i10Index(since 2020)

133

Email

University Profile Page

University of California, San Diego

Google Scholar

View Google Scholar Profile

Nuno Vasconcelos Skills & Research Interests

computer vision

deep learning

image processing

machine learning

multimedia

Top articles of Nuno Vasconcelos

Title

Journal

Author(s)

Publication Date

Editable Image Elements for Controllable Synthesis

arXiv preprint arXiv:2404.16029

Jiteng Mu

Michaël Gharbi

Richard Zhang

Eli Shechtman

Nuno Vasconcelos

...

2024/4/24

Long-Tailed Anomaly Detection with Learnable Class Names

arXiv preprint arXiv:2403.20236

Chih-Hui Ho

Kuan-Chuan Peng

Nuno Vasconcelos

2024/3/29

A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects

Nature Biotechnology

Muyang Lin

Ziyang Zhang

Xiaoxiang Gao

Yizhou Bian

Ray S Wu

...

2024/3

Diffusion-based Data Augmentation for Object Counting Problems

arXiv preprint arXiv:2401.13992

Zhen Wang

Yuelei Li

Jia Wan

Nuno Vasconcelos

2024/1/25

Deep Learning Estimation of 10-2 Visual Field Map Based on Macular Optical Coherence Tomography Angiography Measurements

American Journal of Ophthalmology

Alireza Kamalipour

Sasan Moghimi

Pooya Khosravi

Mohammad Sadegh Jazayeri

Takashi Nishida

...

2023/2/1

Toward Unsupervised Realistic Visual Question Answering

Yuwei Zhang

Chih-Hui Ho

Nuno Vasconcelos

2023

Tire defect detection with limited annotation

Electronic Imaging

Chih-Hui Ho

Ziheng Huang

NaYeon Kim

YouSuk Bae

Nuno Vasconcelos

2023/1/16

POP: Prompt Of Prompts for Continual Learning

arXiv preprint arXiv:2306.08200

Zhiyuan Hu

Jiancheng Lyu

Dashan Gao

Nuno Vasconcelos

2023/6/14

SCHEME: Scalable Channer Mixer for Vision Transformers

arXiv preprint arXiv:2312.00412

Deepak Sridhar

Yunsheng Li

Nuno Vasconcelos

2023/12/1

Actorsnerf: Animatable few-shot human rendering with generalizable nerfs

Jiteng Mu

Shen Sang

Nuno Vasconcelos

Xiaolong Wang

2023

Protect: Prompt tuning for hierarchical consistency

arXiv preprint arXiv:2306.02240

Tz-Ying Wu

Chih-Hui Ho

Nuno Vasconcelos

2023/6/4

Debias your VLM with Counterfactuals: A Unified Approach

Yi Li

Nuno Vasconcelos

2023/10/13

Towards Professional Level Crowd Annotation of Expert Domain Data

Pei Wang

Nuno Vasconcelos

2023

Prediction of visual field progression based on initial OCT structure measurements using Artificial Intelligence

Investigative Ophthalmology & Visual Science

Sasan Moghimi

Golnoush Mahmoudinezhad

VS Raghu Parupudi

Vyshnavi S Krishan

Siddharth Shukla

...

2023/6/1

Task-Guided Biased Diffusion Models for Point Localization

Jia Wan

Langechuan Liu

Yunxiang Mao

Pengyue Zhang

Antoni B Chan

...

2023/10/13

SViTT: Temporal Learning of Sparse Video-Text Transformers

Yi Li

Kyle Min

Subarna Tripathi

Nuno Vasconcelos

2023

Taxonomic class incremental learning

arXiv preprint arXiv:2304.05547

Yuzhao Chen

Zonghuan Li

Zhiyuan Hu

Nuno Vasconcelos

2023/4/12

121 Neural Network Dose Prediction for Cervical Brachytherapy: Overcoming Data Scarcity for Applicator-Specific Models

Radiotherapy and Oncology

Lance Moore

Karoline Kallis

Nuno Vasconcelos

Kelly Kisling

Dominique Rash

...

2023/9/1

Dense network expansion for class incremental learning

Zhiyuan Hu

Yunsheng Li

Jiancheng Lyu

Dashan Gao

Nuno Vasconcelos

2023

A generalized explanation framework for visualization of deep learning model predictions

IEEE Transactions on Pattern Analysis and Machine Intelligence

Pei Wang

Nuno Vasconcelos

2023/2/1

See List of Professors in Nuno Vasconcelos University(University of California, San Diego)

Co-Authors

H-index: 63
Gert Lanckriet

Gert Lanckriet

University of California, San Diego

H-index: 55
Antoni B. Chan

Antoni B. Chan

City University of Hong Kong

H-index: 33
Roland Kwitt

Roland Kwitt

Universität Salzburg

H-index: 19
Zhaowei Cai

Zhaowei Cai

University of California, San Diego

H-index: 9
Bo Liu

Bo Liu

University of California, San Diego

H-index: 8
Chih-Hui (John) Ho

Chih-Hui (John) Ho

University of California, San Diego

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