Xintong Han

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University of Maryland ∙ Malong Technologies

Learning 3D Face Reconstruction with a Pose Guidance Network

We present a self-supervised learning approach to learning monocular 3D ...
10/09/2020 ∙ by Pengpeng Liu, et al. ∙ 0 ∙ share

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Channel Interaction Networks for Fine-Grained Image Categorization

Fine-grained image categorization is challenging due to the subtle inter...
03/11/2020 ∙ by Yu Gao, et al. ∙ 0 ∙ share

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iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection

Training an object detector on a data-rich domain and applying it to a d...
03/09/2020 ∙ by Chenfan Zhuang, et al. ∙ 5 ∙ share

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A multimodal lossless coding method for skeletons in videos

Nowadays, skeleton information in videos plays an important role in huma...
05/06/2019 ∙ by Mingzhou Liu, et al. ∙ 0 ∙ share

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Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

A family of loss functions built on pair-based computation have been pro...
04/14/2019 ∙ by Xun Wang, et al. ∙ 0 ∙ share

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Compatible and Diverse Fashion Image Inpainting

Visual compatibility is critical for fashion analysis, yet is missing in...
02/04/2019 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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Generate, Segment and Replace: Towards Generic Manipulation Segmentation

It has been witnessed an emerging demand for image manipulation segmenta...
11/24/2018 ∙ by Peng Zhou, et al. ∙ 0 ∙ share

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Learning Rich Features for Image Manipulation Detection

Image manipulation detection is different from traditional semantic obje...
05/13/2018 ∙ by Peng Zhou, et al. ∙ 0 ∙ share

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Enhancing HEVC Compressed Videos with a Partition-masked Convolutional Neural Network

In this paper, we propose a partition-masked Convolution Neural Network ...
05/10/2018 ∙ by Xiaoyi He, et al. ∙ 0 ∙ share

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DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation

Harvesting dense pixel-level annotations to train deep neural networks f...
04/16/2018 ∙ by Zuxuan Wu, et al. ∙ 0 ∙ share

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Two-Stream Neural Networks for Tampered Face Detection

We propose a two-stream network for face tampering detection. We train G...
03/29/2018 ∙ by Peng Zhou, et al. ∙ 0 ∙ share

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VITON: An Image-based Virtual Try-on Network

We present an image-based VIirtual Try-On Network (VITON) without using ...
11/22/2017 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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NISP: Pruning Networks using Neuron Importance Score Propagation

To reduce the significant redundancy in deep Convolutional Neural Networ...
11/16/2017 ∙ by Ruichi Yu, et al. ∙ 0 ∙ share

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Automatic Spatially-aware Fashion Concept Discovery

This paper proposes an automatic spatially-aware concept discovery appro...
08/03/2017 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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Learning Fashion Compatibility with Bidirectional LSTMs

The ubiquity of online fashion shopping demands effective recommendation...
07/18/2017 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation

Style transfer is an important task in which the style of a source image...
01/09/2017 ∙ by Carlos Castillo, et al. ∙ 0 ∙ share

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VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products

VRFP is a real-time video retrieval framework based on short text input ...
12/10/2015 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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Selecting Relevant Web Trained Concepts for Automated Event Retrieval

Complex event retrieval is a challenging research problem, especially wh...
09/25/2015 ∙ by Bharat Singh, et al. ∙ 0 ∙ share

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Tree-based Visualization and Optimization for Image Collection

The visualization of an image collection is the process of displaying a ...
07/17/2015 ∙ by Xintong Han, et al. ∙ 0 ∙ share

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Xintong Han

Featured Co-authors

Tao Mei

Larry S. Davis

Tom Goldstein

Ang Li

Xiao Zhang

Irwin King

Weiyao Lin

Yu-Gang Jiang

Yang Zhao

Carlos Castillo

Ser Nam Lim

Learning 3D Face Reconstruction with a Pose Guidance Network

Channel Interaction Networks for Fine-Grained Image Categorization

iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection

A multimodal lossless coding method for skeletons in videos

Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

Compatible and Diverse Fashion Image Inpainting

Generate, Segment and Replace: Towards Generic Manipulation Segmentation

Learning Rich Features for Image Manipulation Detection

Enhancing HEVC Compressed Videos with a Partition-masked Convolutional Neural Network

DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation

Two-Stream Neural Networks for Tampered Face Detection

VITON: An Image-based Virtual Try-on Network

NISP: Pruning Networks using Neuron Importance Score Propagation

Automatic Spatially-aware Fashion Concept Discovery

Learning Fashion Compatibility with Bidirectional LSTMs

Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation

VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products

Selecting Relevant Web Trained Concepts for Automated Event Retrieval

Tree-based Visualization and Optimization for Image Collection