Xi Yin

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Microsoft ∙ Michigan State University

Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images

State-of-the-art (SOTA) Generative Models (GMs) can synthesize photo-rea...
06/15/2021 ∙ by Vishal Asnani, et al. ∙ 7 ∙ share

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A Multiplexed Network for End-to-End, Multilingual OCR

Recent advances in OCR have shown that an end-to-end (E2E) training pipe...
03/29/2021 ∙ by Jing Huang, et al. ∙ 0 ∙ share

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KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph

Entity synonyms discovery is crucial for entity-leveraging applications....
03/16/2021 ∙ by Yiying Yang, et al. ∙ 0 ∙ share

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img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation

We propose real-time, six degrees of freedom (6DoF), 3D face pose estima...
12/14/2020 ∙ by Vitor Albiero, et al. ∙ 5 ∙ 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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VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

It is highly desirable yet challenging to generate image captions that c...
09/28/2020 ∙ by Xiaowei Hu, et al. ∙ 1 ∙ share

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Hashing-based Non-Maximum Suppression for Crowded Object Detection

In this paper, we propose an algorithm, named hashing-based non-maximum ...
05/22/2020 ∙ by Jianfeng Wang, et al. ∙ 1 ∙ share

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Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

Large-scale pre-training methods of learning cross-modal representations...
04/13/2020 ∙ by Xiujun Li, et al. ∙ 7 ∙ share

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FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization

This paper studies face recognition (FR) and normalization in surveillan...
11/26/2019 ∙ by Xi Yin, et al. ∙ 8 ∙ share

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Gait Recognition via Disentangled Representation Learning

Gait, the walking pattern of individuals, is one of the most important b...
04/09/2019 ∙ by Ziyuan Zhang, et al. ∙ 12 ∙ share

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Feature Transfer Learning for Deep Face Recognition with Long-Tail Data

Real-world face recognition datasets exhibit long-tail characteristics, ...
03/23/2018 ∙ by Xi Yin, et al. ∙ 0 ∙ share

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Illuminating Pedestrians via Simultaneous Detection & Segmentation

Pedestrian detection is a critical problem in computer vision with signi...
06/26/2017 ∙ by Garrick Brazil, et al. ∙ 0 ∙ share

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Representation Learning by Rotating Your Faces

The large pose discrepancy between two face images is one of the fundame...
05/31/2017 ∙ by Luan Tran, et al. ∙ 0 ∙ share

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Joint Multi-Leaf Segmentation, Alignment and Tracking from Fluorescence Plant Videos

This paper proposes a novel framework for fluorescence plant video proce...
05/02/2015 ∙ by Xi Yin, et al. ∙ 0 ∙ share

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Xi Yin

Featured Co-authors

Lei Zhang

Jianfeng Gao

Jiebo Luo

Yejin Choi

Furu Wei

Hao Peng

Xiaoming Liu

Chunyuan Li

Manmohan Chandraker

Li Dong

Jing Huang

Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images

A Multiplexed Network for End-to-End, Multilingual OCR

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph

img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation

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

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

Hashing-based Non-Maximum Suppression for Crowded Object Detection

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization

Gait Recognition via Disentangled Representation Learning

Feature Transfer Learning for Deep Face Recognition with Long-Tail Data

Illuminating Pedestrians via Simultaneous Detection & Segmentation

Representation Learning by Rotating Your Faces

Joint Multi-Leaf Segmentation, Alignment and Tracking from Fluorescence Plant Videos