Yao Zhao

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Google ∙ BEIJING JIAOTONG UNIVERSITY

Applied Scientist II at Microsoft AI & Research

Depth-Aware Multi-Grid Deep Homography Estimation with Contextual Correlation

Homography estimation is an important task in computer vision, such as i...
07/06/2021 ∙ by Lang Nie, et al. ∙ 26 ∙ share

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Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images

Traditional feature-based image stitching technologies rely heavily on f...
06/24/2021 ∙ by Lang Nie, et al. ∙ 7 ∙ share

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Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation

Weakly supervised semantic segmentation is receiving great attention due...
06/08/2021 ∙ by Bingfeng Zhang, et al. ∙ 0 ∙ share

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Planning with Entity Chains for Abstractive Summarization

Pre-trained transformer-based sequence-to-sequence models have become th...
04/15/2021 ∙ by Shashi Narayan, et al. ∙ 0 ∙ share

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Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow

Distortion rectification is often required for fisheye images. The gener...
03/30/2021 ∙ by Shangrong Yang, et al. ∙ 0 ∙ share

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Adversarial Graph Disentanglement

A real-world graph has a complex topology structure, which is often form...
03/12/2021 ∙ by Shuai Zheng, et al. ∙ 22 ∙ share

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Does deep machine vision have just noticeable difference (JND)?

As an important perceptual characteristic of the Human Visual System (HV...
02/16/2021 ∙ by Jian Jin, et al. ∙ 12 ∙ share

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Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering

Detection of inconsistencies of double JPEG artefacts across different i...
02/02/2021 ∙ by Yakun Niu, et al. ∙ 4 ∙ share

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Efficient video integrity analysis through container characterization

Most video forensic techniques look for traces within the data stream th...
01/26/2021 ∙ by Pengpeng Yang, et al. ∙ 0 ∙ share

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Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography

Image stitching is a classical and crucial technique in computer vision,...
12/11/2020 ∙ by Lang Nie, et al. ∙ 0 ∙ share

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Towards Natural Robustness Against Adversarial Examples

Recent studies have shown that deep neural networks are vulnerable to ad...
12/04/2020 ∙ by Haoyu Chu, et al. ∙ 0 ∙ share

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Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images

Despite the remarkable advances in visual saliency analysis for natural ...
11/26/2020 ∙ by Qijian Zhang, et al. ∙ 0 ∙ share

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CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection

Co-Salient Object Detection (CoSOD) aims at discovering salient objects ...
11/10/2020 ∙ by Qijian Zhang, et al. ∙ 0 ∙ share

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Mining Generalized Features for Detecting AI-Manipulated Fake Faces

Recently, AI-manipulated face techniques have developed rapidly and cons...
10/27/2020 ∙ by Yang Yu, et al. ∙ 0 ∙ share

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LID 2020: The Learning from Imperfect Data Challenge Results

Learning from imperfect data becomes an issue in many industrial applica...
10/17/2020 ∙ by Yunchao Wei, et al. ∙ 4 ∙ share

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Taking Modality-free Human Identification as Zero-shot Learning

Human identification is an important topic in event detection, person tr...
10/02/2020 ∙ by Zhizhe Liu, et al. ∙ 0 ∙ share

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A Parallel Down-Up Fusion Network for Salient Object Detection in Optical Remote Sensing Images

The diverse spatial resolutions, various object types, scales and orient...
10/02/2020 ∙ by Chongyi Li, et al. ∙ 0 ∙ share

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A Deep Ordinal Distortion Estimation Approach for Distortion Rectification

Distortion is widely existed in the images captured by popular wide-angl...
07/21/2020 ∙ by Kang Liao, et al. ∙ 0 ∙ share

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Pseudo-LiDAR Point Cloud Interpolation Based on 3D Motion Representation and Spatial Supervision

Pseudo-LiDAR point cloud interpolation is a novel and challenging task i...
06/20/2020 ∙ by Haojie Liu, et al. ∙ 0 ∙ share

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SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization

Most prior work in the sequence-to-sequence paradigm focused on datasets...
06/18/2020 ∙ by Yao Zhao, et al. ∙ 0 ∙ share

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Fast Template Matching and Update for Video Object Tracking and Segmentation

In this paper, the main task we aim to tackle is the multi-instance semi...
04/16/2020 ∙ by Mingjie Sun, et al. ∙ 11 ∙ share

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From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition

In zero-shot learning (ZSL), the samples to be classified are usually pr...
02/10/2020 ∙ by Fuzhen Li, et al. ∙ 0 ∙ share

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Age of Information Analysis for Dynamic Spectrum Sharing

Timely information updates are critical to time-sensitive applications i...
01/28/2020 ∙ by Yao Zhao, et al. ∙ 0 ∙ share

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Deep Optimized Multiple Description Image Coding via Scalar Quantization Learning

In this paper, we introduce a deep multiple description coding (MDC) fra...
01/12/2020 ∙ by Lijun Zhao, et al. ∙ 10 ∙ share

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Concurrently Extrapolating and Interpolating Networks for Continuous Model Generation

Most deep image smoothing operators are always trained repetitively when...
01/12/2020 ∙ by Lijun Zhao, et al. ∙ 7 ∙ share

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PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

Recent work pre-training Transformers with self-supervised objectives on...
12/18/2019 ∙ by Jingqing Zhang, et al. ∙ 0 ∙ share

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To See in the Dark: N2DGAN for Background Modeling in Nighttime Scene

Due to the deteriorated conditions of lack and uneven lighting, nightti...
12/12/2019 ∙ by Zhenfeng Zhu, et al. ∙ 10 ∙ share

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Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning

Graph representation learning aims to encode all nodes of a graph into l...
12/04/2019 ∙ by Shuai Zheng, et al. ∙ 0 ∙ share

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Progressive Sample Mining and Representation Learning for One-Shot Person Re-identification with Adversarial Samples

In this paper, we aim to tackle the one-shot person re-identification pr...
11/02/2019 ∙ by Hui Li, et al. ∙ 0 ∙ share

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ProLFA: Representative Prototype Selection for Local Feature Aggregation

Given a set of hand-crafted local features, acquiring a global represent...
10/24/2019 ∙ by Xingxing Zhang, et al. ∙ 0 ∙ share

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ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries

Zero-shot learning (ZSL) has received extensive attention recently espec...
10/24/2019 ∙ by Xingxing Zhang, et al. ∙ 0 ∙ share

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Hierarchical Prototype Learning for Zero-Shot Recognition

Zero-Shot Learning (ZSL) has received extensive attention and successes ...
10/24/2019 ∙ by Xingxing Zhang, et al. ∙ 0 ∙ share

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Dual-Domain Fusion Convolutional Neural Network for Contrast Enhancement Forensics

Contrast enhancement (CE) forensics techniques have always been of great...
10/17/2019 ∙ by Pengpeng Yang, et al. ∙ 0 ∙ share

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PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation

LiDAR sensors can provide dependable 3D spatial information at a low fre...
09/16/2019 ∙ by Haojie Liu, et al. ∙ 2 ∙ share

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Segmentation Mask Guided End-to-End Person Search

Person search aims to search for a target person among multiple images r...
08/27/2019 ∙ by Dingyuan Zheng, et al. ∙ 7 ∙ share

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Edge Heuristic GAN for Non-uniform Blind Deblurring

Non-uniform blur, mainly caused by camera shake and motions of multiple ...
07/11/2019 ∙ by Shuai Zheng, et al. ∙ 2 ∙ share

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Architecture Selection via the Trade-off Between Accuracy and Robustness

We provide a general framework for characterizing the trade-off between ...
06/04/2019 ∙ by Zhun Deng, et al. ∙ 0 ∙ share

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EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction

Time series prediction with deep learning methods, especially long short...
11/09/2018 ∙ by Youru Li, et al. ∙ 12 ∙ share

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Correlation Filter Selection for Visual Tracking Using Reinforcement Learning

Correlation filter has been proven to be an effective tool for a number ...
11/08/2018 ∙ by Yanchun Xie, et al. ∙ 28 ∙ share

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Deep Multiple Description Coding by Learning Scalar Quantization

In this paper, we propose a deep multiple description coding framework, ...
11/05/2018 ∙ by Lijun Zhao, et al. ∙ 0 ∙ share

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Devil in the Details: Towards Accurate Single and Multiple Human Parsing

Human parsing has received considerable interest due to its wide applica...
09/17/2018 ∙ by Ting Liu, et al. ∙ 8 ∙ share

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Virtual Codec Supervised Re-Sampling Network for Image Compression

In this paper, we propose an image re-sampling compression method by lea...
06/22/2018 ∙ by Lijun Zhao, et al. ∙ 6 ∙ share

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Double JPEG Compression Detection by Exploring the Correlations in DCT Domain

In the field of digital image processing, JPEG image compression techniq...
06/05/2018 ∙ by Pengpeng Yang, et al. ∙ 0 ∙ share

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Adversarial Attacks and Defences Competition

To accelerate research on adversarial examples and robustness of machine...
03/31/2018 ∙ by Alexey Kurakin, et al. ∙ 0 ∙ share

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Security Consideration For Deep Learning-Based Image Forensics

Recently, image forensics community has paied attention to the research ...
03/29/2018 ∙ by Wei Zhao, et al. ∙ 0 ∙ share

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Robust Contrast Enhancement Forensics Using Convolutional Neural Networks

Contrast enhancement(CE) forensics has always been attracted widely atte...
03/13/2018 ∙ by Pengpeng Yang, et al. ∙ 0 ∙ share

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Adaptive Streaming in Interactive Multiview Video Systems

Multiview applications endow final users with the possibility to freely ...
02/25/2018 ∙ by Xue Zhang, et al. ∙ 0 ∙ share

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Non-Local Graph-Based Prediction For Reversible Data Hiding In Images

Reversible data hiding (RDH) is desirable in applications where both the...
02/20/2018 ∙ by Qi Chang, et al. ∙ 0 ∙ share

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Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks

In this paper, we propose a end-to-end mixed-resolution image compressio...
02/02/2018 ∙ by Lijun Zhao, et al. ∙ 0 ∙ share

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Secure Detection of Image Manipulation by means of Random Feature Selection

We address the problem of data-driven image manipulation detection in th...
02/02/2018 ∙ by Zhipeng Chen, et al. ∙ 0 ∙ share

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Yao Zhao

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