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

Unsupervised Pose Flow Learning for Pose Guided Synthesis

Pose guided synthesis aims to generate a new image in an arbitrary targe...
09/30/2019 ∙ by Haitian Zheng, et al. ∙ 30 ∙ share

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Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching

Existing image-text matching approaches typically infer the similarity o...
02/20/2020 ∙ by Tianlang Chen, et al. ∙ 21 ∙ share

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TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning

The successful application of deep learning to many visual recognition t...
12/19/2019 ∙ by Zhongjie Yu, et al. ∙ 17 ∙ share

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Fine-grained Image-to-Image Transformation towards Visual Recognition

Existing image-to-image transformation approaches primarily focus on syn...
01/12/2020 ∙ by Wei Xiong, et al. ∙ 14 ∙ share

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Exploiting Temporal Relationships in Video Moment Localization with Natural Language

We address the problem of video moment localization with natural languag...
08/11/2019 ∙ by Songyang Zhang, et al. ∙ 14 ∙ share

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CariGAN: Caricature Generation through Weakly Paired Adversarial Learning

Caricature generation is an interesting yet challenging task. The primar...
11/01/2018 ∙ by Wenbin Li, et al. ∙ 12 ∙ share

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Foreground-aware Image Inpainting

Existing image inpainting methods typically fill holes by borrowing info...
01/17/2019 ∙ by Wei Xiong, et al. ∙ 12 ∙ share

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Anatomy-aware 3D Human Pose Estimation in Videos

In this work, we propose a new solution for 3D human pose estimation in ...
02/24/2020 ∙ by Tianlang Chen, et al. ∙ 12 ∙ share

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Grounding-Tracking-Integration

In this paper, we study tracking by language that localizes the target b...
12/13/2019 ∙ by Zhengyuan Yang, et al. ∙ 10 ∙ share

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Semi-Supervised Adversarial Monocular Depth Estimation

In this paper, we address the problem of monocular depth estimation when...
08/06/2019 ∙ by Rongrong Ji, et al. ∙ 8 ∙ share

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Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision

Example-guided image synthesis has been recently attempted to synthesize...
11/27/2019 ∙ by Haitian Zheng, et al. ∙ 6 ∙ share

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Fast Universal Style Transfer for Artistic and Photorealistic Rendering

Universal style transfer is an image editing task that renders an input ...
07/06/2019 ∙ by Jie An, et al. ∙ 6 ∙ share

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Video Re-localization

Many methods have been developed to help people find the video contents ...
08/05/2018 ∙ by Yang Feng, et al. ∙ 4 ∙ share

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Generative Mask Pyramid Network forCT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction

A conventional approach to computed tomography (CT) or cone beam CT (CBC...
06/29/2019 ∙ by Haofu Liao, et al. ∙ 3 ∙ share

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DuDoNet: Dual Domain Network for CT Metal Artifact Reduction

Computed tomography (CT) is an imaging modality widely used for medical ...
06/29/2019 ∙ by Wei-An Lin, et al. ∙ 3 ∙ share

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Large-scale Tag-based Font Retrieval with Generative Feature Learning

Font selection is one of the most important steps in a design workflow. ...
09/04/2019 ∙ by Tianlang Chen, et al. ∙ 3 ∙ share

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ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Current deep neural network based approaches to computed tomography (CT)...
08/03/2019 ∙ by Haofu Liao, et al. ∙ 2 ∙ share

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Weakly Supervised Body Part Parsing with Pose based Part Priors

Human body part parsing refers to the task of predicting the semantic se...
07/30/2019 ∙ by Zhengyuan Yang, et al. ∙ 1 ∙ share

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A Fast and Accurate One-Stage Approach to Visual Grounding

We propose a simple, fast, and accurate one-stage approach to visual gro...
08/18/2019 ∙ by Zhengyuan Yang, et al. ∙ 1 ∙ share

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DOTA: A Large-scale Dataset for Object Detection in Aerial Images

Object detection is an important and challenging problem in computer vis...
11/28/2017 ∙ by Gui-Song Xia, et al. ∙ 0 ∙ share

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Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks

Taking a photo outside, can we predict the immediate future, e.g., how w...
09/22/2017 ∙ by Wei Xiong, et al. ∙ 0 ∙ share

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Cultural Diffusion and Trends in Facebook Photographs

Online social media is a social vehicle in which people share various mo...
05/24/2017 ∙ by Quanzeng You, et al. ∙ 0 ∙ share

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Deep Multimodal Representation Learning from Temporal Data

In recent years, Deep Learning has been successfully applied to multimod...
04/11/2017 ∙ by Xitong Yang, et al. ∙ 0 ∙ share

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Improving Pairwise Ranking for Multi-label Image Classification

Learning to rank has recently emerged as an attractive technique to trai...
04/11/2017 ∙ by Yuncheng Li, et al. ∙ 0 ∙ share

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Inferring Fine-grained Details on User Activities and Home Location from Social Media: Detecting Drinking-While-Tweeting Patterns in Communities

Nearly all previous work on geo-locating latent states and activities fr...
03/10/2016 ∙ by Nabil Hossain, et al. ∙ 0 ∙ share

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Learning from Noisy Labels with Distillation

The ability of learning from noisy labels is very useful in many visual ...
03/07/2017 ∙ by Yuncheng Li, et al. ∙ 0 ∙ share

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Image Based Appraisal of Real Estate Properties

Real estate appraisal, which is the process of estimating the price for ...
11/28/2016 ∙ by Quanzeng You, et al. ∙ 0 ∙ share

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Inferring Restaurant Styles by Mining Crowd Sourced Photos from User-Review Websites

When looking for a restaurant online, user uploaded photos often give pe...
11/19/2016 ∙ by Haofu Liao, et al. ∙ 0 ∙ share

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Image Credibility Analysis with Effective Domain Transferred Deep Networks

Numerous fake images spread on social media today and can severely jeopa...
11/16/2016 ∙ by Zhiwei Jin, et al. ∙ 0 ∙ share

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When Saliency Meets Sentiment: Understanding How Image Content Invokes Emotion and Sentiment

Sentiment analysis is crucial for extracting social signals from social ...
11/14/2016 ∙ by Honglin Zheng, et al. ∙ 0 ∙ share

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When Fashion Meets Big Data: Discriminative Mining of Best Selling Clothing Features

With the prevalence of e-commence websites and the ease of online shoppi...
11/11/2016 ∙ by Kuan-Ting Chen, et al. ∙ 0 ∙ share

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Do They All Look the Same? Deciphering Chinese, Japanese and Koreans by Fine-Grained Deep Learning

We study to what extend Chinese, Japanese and Korean faces can be classi...
10/06/2016 ∙ by Yu Wang, et al. ∙ 0 ∙ share

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TGIF: A New Dataset and Benchmark on Animated GIF Description

With the recent popularity of animated GIFs on social media, there is ne...
04/10/2016 ∙ by Yuncheng Li, et al. ∙ 0 ∙ share

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Image Captioning with Semantic Attention

Automatically generating a natural language description of an image has ...
03/12/2016 ∙ by Quanzeng You, et al. ∙ 0 ∙ share

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A Deep Structured Model with Radius-Margin Bound for 3D Human Activity Recognition

Understanding human activity is very challenging even with the recently ...
12/05/2015 ∙ by Liang Lin, et al. ∙ 0 ∙ share

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Spice up Your Chat: The Intentions and Sentiment Effects of Using Emoji

Emojis, as a new way of conveying nonverbal cues, are widely adopted in ...
03/08/2017 ∙ by Tianran Hu, et al. ∙ 0 ∙ share

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A World of Difference: Divergent Word Interpretations among People

Divergent word usages reflect differences among people. In this paper, w...
03/08/2017 ∙ by Tianran Hu, et al. ∙ 0 ∙ share

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What the Language You Tweet Says About Your Occupation

Many aspects of people's lives are proven to be deeply connected to thei...
01/22/2017 ∙ by Tianran Hu, et al. ∙ 0 ∙ share

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End-to-end Multi-Modal Multi-Task Vehicle Control for Self-Driving Cars with Visual Perception

Convolutional Neural Networks (CNN) have been successfully applied to au...
01/20/2018 ∙ by Zhengyuan Yang, et al. ∙ 0 ∙ share

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Boundary-based Image Forgery Detection by Fast Shallow CNN

Image forgery detection is the task of detecting and localizing forged p...
01/20/2018 ∙ by Zhongping Zhang, et al. ∙ 0 ∙ share

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Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions

Visual Question Answering (VQA) has attracted attention from both comput...
01/27/2018 ∙ by Qing Li, et al. ∙ 0 ∙ share

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Action Recognition with Visual Attention on Skeleton Images

Action recognition with 3D skeleton sequences is becoming popular due to...
01/31/2018 ∙ by Zhengyuan Yang, et al. ∙ 0 ∙ share

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Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions

Automatic image captioning has recently approached human-level performan...
01/30/2018 ∙ by Quanzeng You, et al. ∙ 0 ∙ share

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Sleep-deprived Fatigue Pattern Analysis using Large-Scale Selfies from Social Med

The complexities of fatigue have drawn much attention from researchers a...
02/22/2018 ∙ by Xuefeng Peng, et al. ∙ 0 ∙ share

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VizWiz Grand Challenge: Answering Visual Questions from Blind People

The study of algorithms to automatically answer visual questions current...
02/22/2018 ∙ by Danna Gurari, et al. ∙ 0 ∙ share

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VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions

Most existing works in visual question answering (VQA) are dedicated to ...
03/20/2018 ∙ by Qing Li, et al. ∙ 0 ∙ share

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Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset

Nowadays, billions of videos are online ready to be viewed and shared. A...
04/04/2018 ∙ by Xinpeng Chen, et al. ∙ 0 ∙ share

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Online Deep Metric Learning

Metric learning learns a metric function from training data to calculate...
05/15/2018 ∙ by Wenbin Li, et al. ∙ 0 ∙ share

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Life in the "Matrix": Human Mobility Patterns in the Cyber Space

With the wide adoption of the multi-community setting in many popular so...
03/22/2018 ∙ by Tianran Hu, et al. ∙ 0 ∙ share

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"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention

Generating stylized captions for an image is an emerging topic in image ...
07/10/2018 ∙ by Tianlang Chen, et al. ∙ 0 ∙ share

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Jiebo Luo

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