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

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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Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection

We address weakly-supervised video actor-action segmentation (VAAS), whi...
03/29/2020 ∙ by Jie Chen, et al. ∙ 20 ∙ share

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Video-based Person Re-Identification using Gated Convolutional Recurrent Neural Networks

Deep neural networks have been successfully applied to solving the video...
03/21/2020 ∙ by Yang Feng, et al. ∙ 0 ∙ share

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Unifying Specialist Image Embedding into Universal Image Embedding

Deep image embedding provides a way to measure the semantic similarity o...
03/08/2020 ∙ by Yang Feng, et al. ∙ 0 ∙ share

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Adaptive Offline Quintuplet Loss for Image-Text Matching

Existing image-text matching approaches typically leverage triplet loss ...
03/07/2020 ∙ by Tianlang Chen, et al. ∙ 2 ∙ 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. ∙ 16 ∙ 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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Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos

YouTube, a world-famous video sharing website, maintains a list of the t...
01/27/2020 ∙ by Songyang Zhang, et al. ∙ 0 ∙ share

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#MeToo on Campus: Studying College Sexual Assault at Scale Using Data Reported on Social Media

Recently, the emergence of the #MeToo trend on social media has empowere...
01/16/2020 ∙ by Viet Duong, et al. ∙ 0 ∙ 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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Measuring Women Representation and Impact in Films over Time

Women have always been underrepresented in movies and not until recently...
01/10/2020 ∙ by Luoying Yang, et al. ∙ 0 ∙ share

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Neural Simile Recognition with Cyclic Multitask Learning and Local Attention

Simile recognition is to detect simile sentences and to extract simile c...
12/19/2019 ∙ by Jiali Zeng, et al. ∙ 0 ∙ 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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Iterative Dual Domain Adaptation for Neural Machine Translation

Previous studies on the domain adaptation for neural machine translation...
12/16/2019 ∙ by Jiali Zeng, et al. ∙ 0 ∙ share

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Graph-based Neural Sentence Ordering

Sentence ordering is to restore the original paragraph from a set of sen...
12/16/2019 ∙ by Yongjing Yin, et al. ∙ 0 ∙ 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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Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization

In this report, we introduce the Winner method for HACS Temporal Action ...
12/08/2019 ∙ by Songyang Zhang, et al. ∙ 0 ∙ share

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Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language

We address the problem of retrieving a specific moment from an untrimmed...
12/08/2019 ∙ by Songyang Zhang, et al. ∙ 0 ∙ share

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Ultrafast Photorealistic Style Transfer via Neural Architecture Search

The key challenge in photorealistic style transfer is that an algorithm ...
12/05/2019 ∙ by Jie An, et al. ∙ 0 ∙ 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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EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning

Deep neural networks have been successfully applied to many real-world a...
11/21/2019 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation

We study the problem of visual question answering (VQA) in images by exp...
11/11/2019 ∙ by Yiming Xu, et al. ∙ 0 ∙ share

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Learning Deep Bilinear Transformation for Fine-grained Image Representation

Bilinear feature transformation has shown the state-of-the-art performan...
11/09/2019 ∙ by Heliang Zheng, et al. ∙ 0 ∙ share

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SMP Challenge: An Overview of Social Media Prediction Challenge 2019

"SMP Challenge" aims to discover novel prediction tasks for numerous dat...
10/04/2019 ∙ by Bo Wu, et al. ∙ 0 ∙ share

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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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Gaussian Temporal Awareness Networks for Action Localization

Temporally localizing actions in a video is a fundamental challenge in v...
09/09/2019 ∙ by Fuchen Long, et al. ∙ 0 ∙ 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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AI for Earth: Rainforest Conservation by Acoustic Surveillance

Saving rainforests is a key to halting adverse climate changes. In this ...
08/20/2019 ∙ by Yuan Liu, et al. ∙ 0 ∙ share

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Jiebo Luo

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