Jiebo Luo

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Professor in the Computer Science Department at the University of Rochester, Data Science CoE Distinguished Researcher at Goergen Institute for Data Science

Boosting Entity-aware Image Captioning with Multi-modal Knowledge Graph

Entity-aware image captioning aims to describe named entities and events...
07/26/2021 ∙ by Wentian Zhao, et al. ∙ 0 ∙ share

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Adaptive Recursive Circle Framework for Fine-grained Action Recognition

How to model fine-grained spatial-temporal dynamics in videos has been a...
07/25/2021 ∙ by Hanxi Lin, et al. ∙ 0 ∙ share

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Noise Stability Regularization for Improving BERT Fine-tuning

Fine-tuning pre-trained language models such as BERT has become a common...
07/10/2021 ∙ by Hang Hua, et al. ∙ 0 ∙ share

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Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training

Vision-Language Pre-training (VLP) aims to learn multi-modal representat...
06/25/2021 ∙ by Hongwei Xue, et al. ∙ 0 ∙ share

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How COVID-19 Has Changed Crowdfunding: Evidence From GoFundMe

While the long-term effects of COVID-19 are yet to be determined, its im...
06/18/2021 ∙ by Junda Wang, et al. ∙ 0 ∙ share

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Video-aided Unsupervised Grammar Induction

We investigate video-aided grammar induction, which learns a constituenc...
04/09/2021 ∙ by Linfeng Song, et al. ∙ 0 ∙ share

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Facial Attribute Transformers for Precise and Robust Makeup Transfer

In this paper, we address the problem of makeup transfer, which aims at ...
04/07/2021 ∙ by Zhaoyi Wan, et al. ∙ 0 ∙ share

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What Kind of Person Wins the Turing Award?

Computer science has grown rapidly since its inception in the 1950s and ...
04/04/2021 ∙ by Zhongkai Shangguan, et al. ∙ 0 ∙ share

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ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows

Universal style transfer retains styles from reference images in content...
03/31/2021 ∙ by Jie An, et al. ∙ 7 ∙ share

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Memory Enhanced Embedding Learning for Cross-Modal Video-Text Retrieval

Cross-modal video-text retrieval, a challenging task in the field of vis...
03/29/2021 ∙ by Rui Zhao, et al. ∙ 0 ∙ share

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Few-Shot Learning for Video Object Detection in a Transfer-Learning Scheme

Different from static images, videos contain additional temporal and spa...
03/26/2021 ∙ by Zhongjie Yu, et al. ∙ 0 ∙ share

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Group-aware Label Transfer for Domain Adaptive Person Re-identification

Unsupervised Domain Adaptive (UDA) person re-identification (ReID) aims ...
03/23/2021 ∙ by Kecheng Zheng, et al. ∙ 0 ∙ share

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From Static to Dynamic Prediction: Wildfire Risk Assessment Based on Multiple Environmental Factors

Wildfire is one of the biggest disasters that frequently occurs on the w...
03/14/2021 ∙ by Tanqiu Jiang, et al. ∙ 0 ∙ share

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Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning

In aspect-based sentiment analysis (ABSA), many neural models are equipp...
03/05/2021 ∙ by Jinsong Su, et al. ∙ 0 ∙ share

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Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

In the past decade, object detection has achieved significant progress i...
02/24/2021 ∙ by Jian Ding, et al. ∙ 5 ∙ share

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Are Top School Students More Critical of Their Professors? Mining Comments on RateMyProfessor.com

Student reviews and comments on RateMyProfessor.com reflect realistic le...
01/23/2021 ∙ by Ziqi Tang, et al. ∙ 0 ∙ share

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DAIL: Dataset-Aware and Invariant Learning for Face Recognition

To achieve good performance in face recognition, a large scale training ...
01/14/2021 ∙ by Gaoang Wang, et al. ∙ 0 ∙ share

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Semantic Layout Manipulation with High-Resolution Sparse Attention

We tackle the problem of semantic image layout manipulation, which aims ...
12/14/2020 ∙ by Haitian Zheng, et al. ∙ 0 ∙ share

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TAP: Text-Aware Pre-training for Text-VQA and Text-Caption

In this paper, we propose Text-Aware Pre-training (TAP) for Text-VQA and...
12/08/2020 ∙ by Zhengyuan Yang, et al. ∙ 0 ∙ share

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Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language

We address the problem of retrieving a specific moment from an untrimmed...
12/04/2020 ∙ by Houwen Peng, et al. ∙ 0 ∙ share

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XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors

A radiograph visualizes the internal anatomy of a patient through the us...
12/04/2020 ∙ by Cheng Peng, et al. ∙ 0 ∙ share

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Slender Object Detection: Diagnoses and Improvements

In this paper, we are concerned with the detection of a particular type ...
11/17/2020 ∙ by Zhaoyi Wan, et al. ∙ 0 ∙ share

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Content-based Analysis of the Cultural Differences between TikTok and Douyin

Short-form video social media shifts away from the traditional media par...
11/03/2020 ∙ by Li Sun, et al. ∙ 0 ∙ share

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Face Off: Polarized Public Opinions on Personal Face Mask Usage during the COVID-19 Pandemic

In spite of a growing body of scientific evidence on the effectiveness o...
10/31/2020 ∙ by Neil Yeung, et al. ∙ 0 ∙ share

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Pose-based Body Language Recognition for Emotion and Psychiatric Symptom Interpretation

Inspired by the human ability to infer emotions from body language, we p...
10/30/2020 ∙ by Zhengyuan Yang, et al. ∙ 0 ∙ share

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Understanding the Hoarding Behaviors during the COVID-19 Pandemic using Large Scale Social Media Data

The COVID-19 pandemic has affected people's lives around the world at a ...
10/15/2020 ∙ by Xupin Zhang, et al. ∙ 0 ∙ share

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Predicting Parkinson's Disease with Multimodal Irregularly Collected Longitudinal Smartphone Data

Parkinsons Disease is a neurological disorder and prevalent in elderly p...
09/25/2020 ∙ by Weijian Li, et al. ∙ 0 ∙ share

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Region Comparison Network for Interpretable Few-shot Image Classification

While deep learning has been successfully applied to many real-world com...
09/08/2020 ∙ by Zhiyu Xue, et al. ∙ 6 ∙ share

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Dynamic Context-guided Capsule Network for Multimodal Machine Translation

Multimodal machine translation (MMT), which mainly focuses on enhancing ...
09/04/2020 ∙ by Huan Lin, et al. ∙ 0 ∙ share

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Learning to Localize Actions from Moments

With the knowledge of action moments (i.e., trimmed video clips that eac...
08/31/2020 ∙ by Fuchen Long, et al. ∙ 0 ∙ share

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A Smartphone-based System for Real-time Early Childhood Caries Diagnosis

Early childhood caries (ECC) is the most common, yet preventable chronic...
08/17/2020 ∙ by Yipeng Zhang, et al. ∙ 9 ∙ share

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Improving One-stage Visual Grounding by Recursive Sub-query Construction

We improve one-stage visual grounding by addressing current limitations ...
08/03/2020 ∙ by Zhengyuan Yang, et al. ∙ 2 ∙ share

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Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification

Visible-infrared person re-identification (VI-ReID) is a challenging cro...
07/18/2020 ∙ by Mang Ye, et al. ∙ 0 ∙ share

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A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation

Multi-modal neural machine translation (NMT) aims to translate source se...
07/17/2020 ∙ by Yongjing Yin, et al. ∙ 0 ∙ share

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Universal Model for Multi-Domain Medical Image Retrieval

Medical Image Retrieval (MIR) helps doctors quickly find similar patient...
07/14/2020 ∙ by Yang Feng, et al. ∙ 0 ∙ share

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Task-agnostic Temporally Consistent Facial Video Editing

Recent research has witnessed the advances in facial image editing tasks...
07/03/2020 ∙ by Meng Cao, et al. ∙ 0 ∙ share

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Monitoring Depression Trend on Twitter during the COVID-19 Pandemic

The COVID-19 pandemic has severely affected people's daily lives and cau...
07/01/2020 ∙ by Yipeng Zhang, et al. ∙ 0 ∙ share

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Global Image Sentiment Transfer

Transferring the sentiment of an image is an unexplored research topic i...
06/22/2020 ∙ by Jie An, et al. ∙ 4 ∙ share

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Image Sentiment Transfer

In this work, we introduce an important but still unexplored research ta...
06/19/2020 ∙ by Tianlang Chen, et al. ∙ 56 ∙ share

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Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning

Extracting effective deep features to represent content and style inform...
06/16/2020 ∙ by Jie An, et al. ∙ 9 ∙ share

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Personalized Fashion Recommendation from Personal Social Media Data: An Item-to-Set Metric Learning Approach

With the growth of online shopping for fashion products, accurate fashio...
05/25/2020 ∙ by Haitian Zheng, et al. ∙ 0 ∙ share

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On Vocabulary Reliance in Scene Text Recognition

The pursuit of high performance on public benchmarks has been the drivin...
05/08/2020 ∙ by Zhaoyi Wan, et al. ∙ 6 ∙ share

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Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks

Conventional learning-based approaches to low-light image enhancement ty...
05/06/2020 ∙ by Wei Xiong, et al. ∙ 9 ∙ share

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In the Eyes of the Beholder: Sentiment and Topic Analyses on Social Media Use of Neutral and Controversial Terms for COVID-19

During the COVID-19 pandemic, "Chinese Virus" emerged as a controversial...
04/21/2020 ∙ by Long Chen, et al. ∙ 0 ∙ share

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The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic

Recently, the pandemic of the novel Coronavirus Disease-2019 (COVID-19) ...
04/21/2020 ∙ by Viet Duong, et al. ∙ 0 ∙ share

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Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification

Skin disease classification from images is crucial to dermatological dia...
04/21/2020 ∙ by Wei Zhu, et al. ∙ 0 ∙ share

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Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision

Example-guided image synthesis has recently been attempted to synthesize...
04/18/2020 ∙ by Haitian Zheng, et al. ∙ 0 ∙ share

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Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Image landmark detection aims to automatically identify the locations of...
04/17/2020 ∙ by Weijian Li, et al. ∙ 0 ∙ share

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Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies

We present a novel unsupervised learning approach to image landmark disc...
04/16/2020 ∙ by Weijian Li, et al. ∙ 0 ∙ share

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TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images

An unsupervised image-to-image translation (UI2I) task deals with learni...
04/09/2020 ∙ by Jianxin Lin, et al. ∙ 7 ∙ share

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Jiebo Luo

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