Xiaopeng Zhang

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HUAWEI Technologies Co., Ltd.

Few-shot Adaptive Faster R-CNN

To mitigate the detection performance drop caused by domain shift, we ai...
03/22/2019 ∙ by Tao Wang, et al. ∙ 24 ∙ share

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Low-Power Computer Vision: Status, Challenges, Opportunities

Computer vision has achieved impressive progress in recent years. Meanwh...
04/15/2019 ∙ by Sergei Alyamkin, et al. ∙ 16 ∙ share

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2018 Low-Power Image Recognition Challenge

The Low-Power Image Recognition Challenge (LPIRC, https://rebootingcompu...
10/03/2018 ∙ by Sergei Alyamkin, et al. ∙ 6 ∙ share

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Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization

Image colorization achieves more and more realistic results with the inc...
02/17/2019 ∙ by Weize Quan, et al. ∙ 6 ∙ share

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Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution

The IEEE Low-Power Image Recognition Challenge (LPIRC) is an annual comp...
03/12/2019 ∙ by Chen Feng, et al. ∙ 6 ∙ share

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MGCN: Descriptor Learning using Multiscale GCNs

We propose a novel framework for computing descriptors for characterizin...
01/28/2020 ∙ by Yiqun Wang, et al. ∙ 5 ∙ share

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Distilling Object Detectors with Fine-grained Feature Imitation

State-of-the-art CNN based recognition models are often computationally ...
06/09/2019 ∙ by Tao Wang, et al. ∙ 3 ∙ share

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Latency-Aware Differentiable Neural Architecture Search

Differentiable neural architecture search methods became popular in auto...
01/17/2020 ∙ by Yuhui Xu, et al. ∙ 3 ∙ share

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Zigzag Learning for Weakly Supervised Object Detection

This paper addresses weakly supervised object detection with only image-...
04/25/2018 ∙ by Xiaopeng Zhang, et al. ∙ 2 ∙ share

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Central Similarity Hashing via Hadamard matrix

Hashing has been widely used for efficient large-scale multimedia data r...
08/01/2019 ∙ by Li Yuan, et al. ∙ 1 ∙ share

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Ensemble of Part Detectors for Simultaneous Classification and Localization

Part-based representation has been proven to be effective for a variety ...
05/29/2017 ∙ by Xiaopeng Zhang, et al. ∙ 0 ∙ share

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Image Retargeting by Content-Aware Synthesis

Real-world images usually contain vivid contents and rich textural detai...
03/26/2014 ∙ by Weiming Dong, et al. ∙ 0 ∙ share

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Inverse Procedural Modeling of Facade Layouts

In this paper, we address the following research problem: How can we gen...
08/02/2013 ∙ by Fuzhang Wu, et al. ∙ 0 ∙ share

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Hardware-Efficient Guided Image Filtering For Multi-Label Problem

The Guided Filter (GF) is well-known for its linear complexity. However,...
02/28/2018 ∙ by Longquan Dai, et al. ∙ 0 ∙ share

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Speeding Up the Bilateral Filter: A Joint Acceleration Way

Computational complexity of the brute-force implementation of the bilate...
02/28/2018 ∙ by Longquan Dai, et al. ∙ 0 ∙ share

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A Quantization-Friendly Separable Convolution for MobileNets

As deep learning (DL) is being rapidly pushed to edge computing, researc...
03/22/2018 ∙ by Tao Sheng, et al. ∙ 0 ∙ share

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PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

Differentiable architecture search (DARTS) provided a fast solution in f...
07/12/2019 ∙ by Yuhui Xu, et al. ∙ 0 ∙ share

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Capacity Preserving Mapping for High-dimensional Data Visualization

We provide a rigorous mathematical treatment to the crowding issue in da...
09/29/2019 ∙ by Rongrong Wang, et al. ∙ 0 ∙ share

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Xiaopeng Zhang

Featured Co-authors

Jiashi Feng

Qi Tian

Xin Liu

Lingxi Xie

Tao Wang

Yiran Chen

Xin Chen

Bo Chen

Weiyao Lin

Peter Wonka

Kai Wang

Few-shot Adaptive Faster R-CNN

Low-Power Computer Vision: Status, Challenges, Opportunities

2018 Low-Power Image Recognition Challenge

Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution

MGCN: Descriptor Learning using Multiscale GCNs

Distilling Object Detectors with Fine-grained Feature Imitation

Latency-Aware Differentiable Neural Architecture Search

Zigzag Learning for Weakly Supervised Object Detection

Central Similarity Hashing via Hadamard matrix

Ensemble of Part Detectors for Simultaneous Classification and Localization

Image Retargeting by Content-Aware Synthesis

Inverse Procedural Modeling of Facade Layouts

Hardware-Efficient Guided Image Filtering For Multi-Label Problem

Speeding Up the Bilateral Filter: A Joint Acceleration Way

A Quantization-Friendly Separable Convolution for MobileNets

PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

Capacity Preserving Mapping for High-dimensional Data Visualization