b'Jing Zhang'

Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers

Detection transformers have recently shown promising object detection re...
07/27/2021 ∙ by Wen Wang, et al. ∙ 0 ∙ share

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DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation

Unsupervised domain adaptation (UDA) for semantic segmentation aims to a...
07/20/2021 ∙ by Li Gao, et al. ∙ 4 ∙ share

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Deep Automatic Natural Image Matting

Automatic image matting (AIM) refers to estimating the soft foreground f...
07/15/2021 ∙ by Jizhizi Li, et al. ∙ 15 ∙ share

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Automated Mobile App Test Script Intent Generation via Image and Code Understanding

Testing is the most direct and effective technique to ensure software qu...
07/12/2021 ∙ by Shengcheng Yu, et al. ∙ 0 ∙ share

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Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images

Long-range context information is crucial for the semantic segmentation ...
06/29/2021 ∙ by Lei Ding, et al. ∙ 9 ∙ share

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One-Shot Affordance Detection

Affordance detection refers to identifying the potential action possibil...
06/28/2021 ∙ by Hongchen Luo, et al. ∙ 9 ∙ share

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Few-Shot Domain Expansion for Face Anti-Spoofing

Face anti-spoofing (FAS) is an indispensable and widely used module in f...
06/27/2021 ∙ by Bowen Yang, et al. ∙ 0 ∙ share

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Energy-Based Generative Cooperative Saliency Prediction

Conventional saliency prediction models typically learn a deterministic ...
06/25/2021 ∙ by Jing Zhang, et al. ∙ 8 ∙ share

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Depth-Guided Camouflaged Object Detection

Camouflaged object detection (COD) aims to segment camouflaged objects h...
06/24/2021 ∙ by Jing Zhang, et al. ∙ 0 ∙ share

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Confidence-Aware Learning for Camouflaged Object Detection

Confidence-aware learning is proven as an effective solution to prevent ...
06/22/2021 ∙ by Jiawei Liu, et al. ∙ 0 ∙ share

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Invertible Attention

Attention has been proved to be an efficient mechanism to capture long-r...
06/16/2021 ∙ by Jiajun Zha, et al. ∙ 19 ∙ share

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ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias

Transformers have shown great potential in various computer vision tasks...
06/07/2021 ∙ by Yufei Xu, et al. ∙ 12 ∙ share

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A Comprehensive Survey on Image Dehazing Based on Deep Learning

The presence of haze significantly reduces the quality of images. Resear...
06/07/2021 ∙ by Jie Gui, et al. ∙ 10 ∙ share

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SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos

Salient human detection (SHD) in dynamic 360 immersive videos is of grea...
05/24/2021 ∙ by Yi Zhang, et al. ∙ 7 ∙ share

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Salient Objects in Clutter

This paper identifies and addresses a serious design bias of existing sa...
05/07/2021 ∙ by Deng-Ping Fan, et al. ∙ 0 ∙ share

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End-to-end One-shot Human Parsing

Previous human parsing models are limited to parsing humans into pre-def...
05/04/2021 ∙ by Haoyu He, et al. ∙ 0 ∙ share

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Privacy-Preserving Portrait Matting

Recently, there has been an increasing concern about the privacy issue r...
04/29/2021 ∙ by Jizhizi Li, et al. ∙ 0 ∙ share

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A Survey on User-Centric Cell-Free Massive MIMO Systems

The mobile data traffic has been exponentially growing during the last d...
04/28/2021 ∙ by Shuaifei Chen, et al. ∙ 0 ∙ share

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Transformer Transforms Salient Object Detection and Camouflaged Object Detection

The transformer networks, which originate from machine translation, are ...
04/20/2021 ∙ by Yuxin Mao, et al. ∙ 0 ∙ share

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Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction

Conversion Rate (CVR) prediction in modern industrial e-commerce platfor...
04/20/2021 ∙ by Hong Wen, et al. ∙ 0 ∙ share

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Learning structure-aware semantic segmentation with image-level supervision

Compared with expensive pixel-wise annotations, image-level labels make ...
04/15/2021 ∙ by Jiawei Liu, et al. ∙ 0 ∙ share

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Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data

Electronic Health Record (EHR) data has been of tremendous utility in Ar...
04/07/2021 ∙ by Tingyi Wanyan, et al. ∙ 14 ∙ share

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Weakly Supervised Video Salient Object Detection

Significant performance improvement has been achieved for fully-supervis...
04/06/2021 ∙ by Wangbo Zhao, et al. ∙ 5 ∙ share

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VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation

Domain adaptation aims to leverage a label-rich domain (the source domai...
03/26/2021 ∙ by Jiayi Tian, et al. ∙ 0 ∙ share

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Forest Fire Clustering: Cluster-oriented Label Propagation Clustering and Monte Carlo Verification Inspired by Forest Fire Dynamics

Clustering methods group data points together and assign them group-leve...
03/22/2021 ∙ by Zhanlin Chen, et al. ∙ 13 ∙ share

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Simultaneously Localize, Segment and Rank the Camouflaged Objects

Camouflage is a key defence mechanism across species that is critical to...
03/06/2021 ∙ by Yunqiu Lyu, et al. ∙ 0 ∙ share

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Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography

Motivation: Cryo-Electron Tomography (cryo-ET) is a 3D bioimaging tool t...
02/24/2021 ∙ by Xuefeng Du, et al. ∙ 6 ∙ share

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Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents

Planning future operational scenarios of bulk power systems that meet se...
02/16/2021 ∙ by Xiumin Shang, et al. ∙ 0 ∙ share

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Recommending Courses in MOOCs for Jobs: An Auto Weak Supervision Approach

The proliferation of massive open online courses (MOOCs) demands an effe...
12/28/2020 ∙ by Bowen Hao, et al. ∙ 0 ∙ share

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Memory-Gated Recurrent Networks

The essence of multivariate sequential learning is all about how to extr...
12/24/2020 ∙ by Yaquan Zhang, et al. ∙ 8 ∙ share

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Residual Matrix Product State for Machine Learning

Tensor network (TN), which originates from quantum physics, shows broad ...
12/22/2020 ∙ by Ye-Ming Meng, et al. ∙ 0 ∙ share

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Progressive One-shot Human Parsing

Prior human parsing models are limited to parsing humans into classes pr...
12/22/2020 ∙ by Haoyu He, et al. ∙ 0 ∙ share

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SPOC learner's final grade prediction based on a novel sampling batch normalization embedded neural network method

Recent years have witnessed the rapid growth of Small Private Online Cou...
12/15/2020 ∙ by Zhuonan Liang, et al. ∙ 0 ∙ share

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COAD: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking

Expert finding, a popular service provided by many online websites such ...
12/14/2020 ∙ by Bo Chen, et al. ∙ 0 ∙ share

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Pre-Training Graph Neural Networks for Cold-Start Users and Items Representation

Cold-start problem is a fundamental challenge for recommendation tasks. ...
12/13/2020 ∙ by Bowen Hao, et al. ∙ 0 ∙ share

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Uncertainty-Aware Deep Calibrated Salient Object Detection

Existing deep neural network based salient object detection (SOD) method...
12/10/2020 ∙ by Jing Zhang, et al. ∙ 13 ∙ share

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3D Guided Weakly Supervised Semantic Segmentation

Pixel-wise clean annotation is necessary for fully-supervised semantic s...
12/01/2020 ∙ by Weixuan Sun, et al. ∙ 0 ∙ share

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SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses

Deep learning has demonstrated its power in image rectification by lever...
11/30/2020 ∙ by Jinlong Fan, et al. ∙ 5 ∙ share

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DUT: Learning Video Stabilization by Simply Watching Unstable Videos

We propose a Deep Unsupervised Trajectory-based stabilization framework ...
11/30/2020 ∙ by Yufei Xu, et al. ∙ 0 ∙ share

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Inter-layer Transition in Neural Architecture Search

Differential Neural Architecture Search (NAS) methods represent the netw...
11/30/2020 ∙ by Benteng Ma, et al. ∙ 0 ∙ share

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Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things

In the Internet of Things (IoT) era, billions of sensors and devices col...
11/17/2020 ∙ by Jing Zhang, et al. ∙ 41 ∙ share

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End-to-end Animal Image Matting

Extracting accurate foreground animals from natural animal images benefi...
10/30/2020 ∙ by Jizhizi Li, et al. ∙ 0 ∙ share

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Neural-Symbolic Reasoning on Knowledge Graphs

Knowledge graph reasoning is the fundamental component to support machin...
10/12/2020 ∙ by Jing Zhang, et al. ∙ 35 ∙ share

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Uncertainty Inspired RGB-D Saliency Detection

We propose the first stochastic framework to employ uncertainty for RGB-...
09/07/2020 ∙ by Jing Zhang, et al. ∙ 11 ∙ share

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MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG

Automatic arrhythmia detection using 12-lead electrocardiogram (ECG) sig...
08/17/2020 ∙ by Jing Zhang, et al. ∙ 2 ∙ share

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Nighttime Dehazing with a Synthetic Benchmark

Increasing the visibility of nighttime hazy images is challenging becaus...
08/10/2020 ∙ by Jing Zhang, et al. ∙ 11 ∙ share

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Generative networks as inverse problems with fractional wavelet scattering networks

Deep learning is a hot research topic in the field of machine learning m...
07/28/2020 ∙ by Jiasong Wu, et al. ∙ 13 ∙ share

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Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection

In this paper, we propose a noise-aware encoder-decoder framework to dis...
07/23/2020 ∙ by Jing Zhang, et al. ∙ 15 ∙ share

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Structured Massive Access for Scalable Cell-Free Massive MIMO Systems

How to meet the demand for increasing number of users, higher data rates...
06/18/2020 ∙ by Shuaifei Chen, et al. ∙ 0 ∙ share

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GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

Graph representation learning has emerged as a powerful technique for re...
06/17/2020 ∙ by Jiezhong Qiu, et al. ∙ 0 ∙ share

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Jing Zhang

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