Tong He

Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction

We propose Geo-PIFu, a method to recover a 3D mesh from a monocular colo...
06/15/2020 ∙ by Tong He, et al. ∙ 21 ∙ share

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FCOS: A simple and strong anchor-free object detector

In computer vision, object detection is one of most important tasks, whi...
06/14/2020 ∙ by Zhi Tian, et al. ∙ 17 ∙ share

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Improving Semantic Segmentation via Self-Training

Deep learning usually achieves the best results with complete supervisio...
04/30/2020 ∙ by Yi Zhu, et al. ∙ 8 ∙ share

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ResNeSt: Split-Attention Networks

While image classification models have recently continued to advance, mo...
04/19/2020 ∙ by Hang Zhang, et al. ∙ 16 ∙ share

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ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

Scene text detection and recognition has received increasing research at...
02/24/2020 ∙ by Yuliang Liu, et al. ∙ 17 ∙ share

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Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

3D point cloud semantic and instance segmentation is crucial and fundame...
01/06/2020 ∙ by Tong He, et al. ∙ 17 ∙ share

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Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition

A collection of approaches based on graph convolutional networks have pr...
12/24/2019 ∙ by Jialin Gao, et al. ∙ 0 ∙ share

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Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection

Omnidirectional scene text detection has received increasing research at...
12/20/2019 ∙ by Yuliang Liu, et al. ∙ 24 ∙ share

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LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning

We describe a policy learning approach to map visual inputs to driving c...
12/06/2019 ∙ by Albert Zhao, et al. ∙ 19 ∙ share

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GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing

We present GluonCV and GluonNLP, the deep learning toolkits for computer...
07/09/2019 ∙ by Jian Guo, et al. ∙ 5 ∙ share

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Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources

With an increasing demand for training powers for deep learning algorith...
04/26/2019 ∙ by Haibin Lin, et al. ∙ 12 ∙ share

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FCOS: Fully Convolutional One-Stage Object Detection

We propose a fully convolutional one-stage object detector (FCOS) to sol...
04/02/2019 ∙ by Zhi Tian, et al. ∙ 0 ∙ share

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Knowledge Adaptation for Efficient Semantic Segmentation

Both accuracy and efficiency are of significant importance to the task o...
03/12/2019 ∙ by Tong He, et al. ∙ 12 ∙ share

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Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

Recent semantic segmentation methods exploit encoder-decoder architectur...
03/05/2019 ∙ by Zhi Tian, et al. ∙ 1 ∙ share

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Bag of Freebies for Training Object Detection Neural Networks

Comparing with enormous research achievements targeting better image cla...
02/11/2019 ∙ by Zhi Zhang, et al. ∙ 2 ∙ share

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Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors

We present a method to infer 3D pose and shape of vehicles from a single...
01/11/2019 ∙ by Tong He, et al. ∙ 4 ∙ share

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GIF2Video: Color Dequantization and Temporal Interpolation of GIF images

Graphics Interchange Format (GIF) is a highly portable graphics format t...
01/09/2019 ∙ by Yang Wang, et al. ∙ 8 ∙ share

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GeoNet: Deep Geodesic Networks for Point Cloud Analysis

Surface-based geodesic topology provides strong cues for object semantic...
01/03/2019 ∙ by Tong He, et al. ∙ 0 ∙ share

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Bag of Tricks for Image Classification with Convolutional Neural Networks

Much of the recent progress made in image classification research can be...
12/04/2018 ∙ by Junyuan Xie, et al. ∙ 18 ∙ share

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FashionNet: Personalized Outfit Recommendation with Deep Neural Network

With the rapid growth of fashion-focused social networks and online shop...
10/04/2018 ∙ by Tong He, et al. ∙ 0 ∙ share

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Single Shot TextSpotter with Explicit Alignment and Attention

Text detection and recognition in natural images have long been consider...
03/09/2018 ∙ by Tong He, et al. ∙ 0 ∙ share

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Detecting Text in Natural Image with Connectionist Text Proposal Network

We propose a novel Connectionist Text Proposal Network (CTPN) that accur...
09/12/2016 ∙ by Zhi Tian, et al. ∙ 0 ∙ share

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Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network

We introduce a new top-down pipeline for scene text detection. We propos...
03/31/2016 ∙ by Tong He, et al. ∙ 0 ∙ share

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Text-Attentional Convolutional Neural Networks for Scene Text Detection

Recent deep learning models have demonstrated strong capabilities for cl...
10/12/2015 ∙ by Tong He, et al. ∙ 0 ∙ share

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Tong He

Featured Co-authors

Chunhua Shen

Yang Wang

Hao Chen

Stefano Soatto

Yu Qiao

Yi Zhu

Guy Van den Broeck

Jue Wang

Lianwen Jin

Mu Li

Hang Zhang

Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction

FCOS: A simple and strong anchor-free object detector

Improving Semantic Segmentation via Self-Training

ResNeSt: Split-Attention Networks

ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition

Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection

LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning

GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing

Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources

FCOS: Fully Convolutional One-Stage Object Detection

Knowledge Adaptation for Efficient Semantic Segmentation

Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

Bag of Freebies for Training Object Detection Neural Networks

Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors

GIF2Video: Color Dequantization and Temporal Interpolation of GIF images

GeoNet: Deep Geodesic Networks for Point Cloud Analysis

Bag of Tricks for Image Classification with Convolutional Neural Networks

FashionNet: Personalized Outfit Recommendation with Deep Neural Network

Single Shot TextSpotter with Explicit Alignment and Attention

Detecting Text in Natural Image with Connectionist Text Proposal Network

Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network

Text-Attentional Convolutional Neural Networks for Scene Text Detection