Liang Lin

According to our database1, Liang Lin authored at least 364 papers between 2006 and 2022.

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Bibliography

2022
Configurable Graph Reasoning for Visual Relationship Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Structured Attention Network for Referring Image Segmentation.
IEEE Trans. Multim., 2022

Physical-Virtual Collaboration Modeling for Intra- and Inter-Station Metro Ridership Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning.
IEEE Trans. Image Process., 2022

A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multi-label image recognition with attentive transformer-localizer module.
Multim. Tools Appl., 2022

Fast Spectral Embedded Clustering Based on Structured Graph Learning for Large-Scale Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2022

LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning.
CoRR, 2022

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution.
CoRR, 2022

Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism.
CoRR, 2022

Audio-Visual Contrastive Learning for Self-supervised Action Recognition.
CoRR, 2022

Causal Reasoning with Spatial-temporal Representation Learning: A Prospective Study.
CoRR, 2022

Semantic Representation and Dependency Learning for Multi-Label Image Recognition.
CoRR, 2022

Open Set Domain Adaptation By Novel Class Discovery.
CoRR, 2022

Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels.
CoRR, 2022

Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning.
CoRR, 2022

2021
Weakly Supervised Person Re-ID: Differentiable Graphical Learning and a New Benchmark.
IEEE Trans. Neural Networks Learn. Syst., 2021

Deductive Reinforcement Learning for Visual Autonomous Urban Driving Navigation.
IEEE Trans. Neural Networks Learn. Syst., 2021

Fine-Grained Image Captioning With Global-Local Discriminative Objective.
IEEE Trans. Multim., 2021

Unsupervised Multi-View Clustering by Squeezing Hybrid Knowledge From Cross View and Each View.
IEEE Trans. Multim., 2021

Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2021

GTAE: Graph Transformer-Based Auto-Encoders for Linguistic-Constrained Text Style Transfer.
ACM Trans. Intell. Syst. Technol., 2021

Image Comes Dancing With Collaborative Parsing-Flow Video Synthesis.
IEEE Trans. Image Process., 2021

Semantics-Aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition.
IEEE Trans. Image Process., 2021

Hierarchical Reasoning Network for Human-Object Interaction Detection.
IEEE Trans. Image Process., 2021

Depthwise Nonlocal Module for Fast Salient Object Detection Using a Single Thread.
IEEE Trans. Cybern., 2021

Interpretable Visual Question Answering by Reasoning on Dependency Trees.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Deep CockTail Networks.
Int. J. Comput. Vis., 2021

Instance-level salient object segmentation.
Comput. Vis. Image Underst., 2021

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels.
CoRR, 2021

Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction.
CoRR, 2021

Enhancing Prototypical Few-Shot Learning by Leveraging the Local-Level Strategy.
CoRR, 2021

Plug-and-Play Few-shot Object Detection with Meta Strategy and Explicit Localization Inference.
CoRR, 2021

Road Network Guided Fine-Grained Urban Traffic Flow Inference.
CoRR, 2021

Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation.
CoRR, 2021

Hybrid and dynamic policy gradient optimization for bipedal robot locomotion.
CoRR, 2021

Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation.
CoRR, 2021

Prototypical Graph Contrastive Learning.
CoRR, 2021

Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition.
CoRR, 2021

Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation.
CoRR, 2021

Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition.
CoRR, 2021

Temporal Contrastive Graph for Self-supervised Video Representation Learning.
CoRR, 2021

Rethinking the Pruning Criteria for Convolutional Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Robust Real-World Image Super-Resolution against Adversarial Attacks.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUp.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Unifying Dynamic Optimizer Search and Network Architecture Search.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Hierarchical Transformer: Unsupervised Representation Learning for Skeleton-Based Human Action Recognition.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Solving Inefficiency of Self-supervised Representation Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Linguistically Routing Capsule Network for Out-of-distribution Visual Question Answering.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Towards Quantifiable Dialogue Coherence Evaluation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing.
IEEE Trans. Neural Networks Learn. Syst., 2020

Online Alternate Generator Against Adversarial Attacks.
IEEE Trans. Image Process., 2020

Unifying Temporal Context and Multi-Feature With Update-Pacing Framework for Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2020

DDet: Dual-Path Dynamic Enhancement Network for Real-World Image Super-Resolution.
IEEE Signal Process. Lett., 2020

Obtaining World Coordinate Information of UAV in GNSS Denied Environments.
Sensors, 2020

3D Human Pose Machines with Self-Supervised Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Crowd counting via scale-communicative aggregation networks.
Neurocomputing, 2020

Lightweight adversarial network for salient object detection.
Neurocomputing, 2020

REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement.
CoRR, 2020

Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding.
CoRR, 2020

Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition.
CoRR, 2020

Look into Facial Expression Domain Adaptation: Adversarial Graph Learning and A Fair Evaluation Benchmark.
CoRR, 2020

EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning.
CoRR, 2020

Linguistically Driven Graph Capsule Network for Visual Question Reasoning.
CoRR, 2020

Learning Reinforced Agents with Counterfactual Simulation for Medical Automatic Diagnosis.
CoRR, 2020

Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread.
CoRR, 2020

Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction.
CoRR, 2020

Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Motion-transformer: self-supervised pre-training for skeleton-based action recognition.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Efficient Crowd Counting via Structured Knowledge Transfer.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Active Object Search.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Grammatically Recognizing Images with Tree Convolution.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Collaborative Training Between Region Proposal Localization and Classification for Domain Adaptive Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Component Divide-and-Conquer for Real-World Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020, 2020



Bidirectional Graph Reasoning Network for Panoptic Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Performance Analysis of Blockchain-Based Internet of Vehicles Under the DSRC Architecture.
Proceedings of the Communications and Networking, 2020

An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Knowledge Graph Transfer Network for Few-Shot Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Human Centric Visual Analysis with Deep Learning
Springer, ISBN: 978-981-13-2386-7, 2020

2019
Cost-Effective Object Detection: Active Sample Mining With Switchable Selection Criteria.
IEEE Trans. Neural Networks Learn. Syst., 2019

Facial Landmark Machines: A Backbone-Branches Architecture With Progressive Representation Learning.
IEEE Trans. Multim., 2019

Neural Task Planning With AND-OR Graph Representations.
IEEE Trans. Multim., 2019

Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction.
IEEE Trans. Intell. Transp. Syst., 2019

SCAN: Self-and-Collaborative Attention Network for Video Person Re-Identification.
IEEE Trans. Image Process., 2019

Cross-Modal Attentional Context Learning for RGB-D Object Detection.
IEEE Trans. Image Process., 2019

Context-Aware Semantic Inpainting.
IEEE Trans. Cybern., 2019

AnalyticDB: Real-time OLAP Database System at Alibaba Cloud.
Proc. VLDB Endow., 2019

Progressively diffused networks for semantic visual parsing.
Pattern Recognit., 2019

Learning Support Correlation Filters for Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Look into Person: Joint Body Parsing & Pose Estimation Network and a New Benchmark.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Visual Tracking via Dynamic Graph Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Blockwisely Supervised Neural Architecture Search with Knowledge Distillation.
CoRR, 2019

Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network.
CoRR, 2019

ACFM: A Dynamic Spatial-Temporal Network for Traffic Prediction.
CoRR, 2019

Learning Compact Target-Oriented Feature Representations for Visual Tracking.
CoRR, 2019

Weakly Supervised Person Re-identification: Cost-effective Learning with A New Benchmark.
CoRR, 2019

Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation.
CoRR, 2019

Perceptual Image Enhancement by Relativistic Discriminant Learning With Cross-Scale Aggregated Representation.
IEEE Access, 2019

Attention Embedded Spatio-Temporal Network for Video Salient Object Detection.
IEEE Access, 2019

Simultaneous Lung Field Detection and Segmentation for Pediatric Chest Radiographs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Lightweight Contrast Modeling for Attention-Aware Visual Localization.
Proceedings of the International Conference on Robotics and Automation, 2019

Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching.
Proceedings of the 36th International Conference on Machine Learning, 2019

Concrete Image Captioning by Integrating Content Sensitive and Global Discriminative Objective.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Crowd Counting via Multi-view Scale Aggregation Networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Taxi Origin-Destination Demand Prediction with Contextualized Spatial-Temporal Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

SNAS: stochastic neural architecture search.
Proceedings of the 7th International Conference on Learning Representations, 2019

NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

Few-Shot Structured Domain Adaptation for Virtual-to-Real Scene Parsing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Semi-Supervised Video Salient Object Detection Using Pseudo-Labels.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Crowd Counting With Deep Structured Scale Integration Network.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Layout-Graph Reasoning for Fashion Landmark Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Adaptively Connected Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatially Variant Linear Representation Models for Joint Filtering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


Graphonomy: Universal Human Parsing via Graph Transfer Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Knowledge-Embedded Routing Network for Scene Graph Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


CamDrop: A New Explanation of Dropout and A Guided Regularization Method for Deep Neural Networks.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

FRAME Revisited: An Interpretation View Based on Particle Evolution.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation.
IEEE Trans. Neural Networks Learn. Syst., 2018

High-Precision Camera Localization in Scenes with Repetitive Patterns.
ACM Trans. Intell. Syst. Technol., 2018

Learning to Segment Object Candidates via Recursive Neural Networks.
IEEE Trans. Image Process., 2018

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2018

Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning.
IEEE Trans. Circuits Syst. Video Technol., 2018

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Proposal-Free Network for Instance-Level Object Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Learning deep representations for semantic image parsing: a comprehensive overview.
Frontiers Comput. Sci., 2018

FANet: Quality-Aware Feature Aggregation Network for RGB-T Tracking.
CoRR, 2018

Unsupervised Domain Adaptation: An Adaptive Feature Norm Approach.
CoRR, 2018

Attentive Crowd Flow Machines.
CoRR, 2018

Toward Characteristic-Preserving Image-based Virtual Try-On Network.
CoRR, 2018

Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches.
CoRR, 2018

Structured Inhomogeneous Density Map Learning for Crowd Counting.
CoRR, 2018

Kalman Normalization: Normalizing Internal Representations Across Network Layers.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Symbolic Graph Reasoning Meets Convolutions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hybrid Knowledge Routed Modules for Large-scale Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adaptive Temporal Encoding Network for Video Instance-level Human Parsing.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Structured Deep Learning for Pixel-level Understanding.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Attentive Crowd Flow Machines.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Non-locally Enhanced Encoder-Decoder Network for Single Image De-raining.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Fine-Grained Representation Learning and Recognition by Exploiting Hierarchical Semantic Embedding.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Embedding Temporally Consistent Depth Recovery for Real-time Dense Mapping in Visual-inertial Odometry.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Convolutional Memory Blocks for Depth Data Representation Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Deep Reasoning with Knowledge Graph for Social Relationship Understanding.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

DRPose3D: Depth Ranking in 3D Human Pose Estimation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Crowd Counting using Deep Recurrent Spatial-Aware Network.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Avoidance of High-Speed Obstacles Based on Velocity Obstacles.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Fusing Object Context to Detect Functional Area for Cognitive Robots.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Robust Object-Aware Sample Consensus with Application to Lidar Odometry.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Toward Characteristic-Preserving Image-Based Virtual Try-On Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

Generative Semantic Manipulation with Mask-Contrasting GAN.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Warped Guidance for Blind Face Restoration.
Proceedings of the Computer Vision - ECCV 2018, 2018


Instance-Level Human Parsing via Part Grouping Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

Monocular Depth Estimation with Affinity, Vertical Pooling, and Label Enhancement.
Proceedings of the Computer Vision - ECCV 2018, 2018

Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Interpretable Video Captioning via Trajectory Structured Localization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

LSTM Pose Machines.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Single View Stereo Matching.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-Level Wavelet-CNN for Image Restoration.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Flow Guided Recurrent Neural Encoder for Video Salient Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Visual Question Reasoning on General Dependency Tree.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Facial Landmark Localization in the Wild by Backbone-Branches Representation Learning.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Weakly Supervised Salient Object Detection Using Image Labels.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Recurrent Attentional Reinforcement Learning for Multi-Label Image Recognition.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning a Wavelet-Like Auto-Encoder to Accelerate Deep Neural Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Saliency Detection on Light Field: A Multi-Cue Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2017

Structure-Preserving Image Super-Resolution via Contextualized Multitask Learning.
IEEE Trans. Multim., 2017

Distance Metric Learning via Iterated Support Vector Machines.
IEEE Trans. Image Process., 2017

Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning.
IEEE Trans. Image Process., 2017

Cost-Effective Active Learning for Deep Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2017

Weighted Low-Rank Decomposition for Robust Grayscale-Thermal Foreground Detection.
IEEE Trans. Circuits Syst. Video Technol., 2017

Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Human Parsing with Contextualized Convolutional Neural Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning to Segment Human by Watching YouTube.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Context-Aware Semantic Inpainting.
CoRR, 2017

Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks.
CoRR, 2017

Visual Tracking via Learning Dynamic Patch-based Graph Representation.
CoRR, 2017

Scene Parsing by Weakly Supervised Learning with Image Descriptions.
CoRR, 2017

Progressively Diffused Networks for Semantic Image Segmentation.
CoRR, 2017

Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning.
CoRR, 2017

Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing.
CoRR, 2017

Inversely Proportional Carrier Sense Threshold and Transmit Power Setting Towards Green WLANs.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Place-centric Visual Urban Perception with Deep Multi-instance Regression.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Decentralized navigation of multiple agents based on ORCA and model predictive control.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Knowledge-guided recurrent neural network learning for task-oriented action prediction.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Multi-label Image Recognition by Recurrently Discovering Attentional Regions.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Dual Learning for Semantic Image Segmentation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Joint Detection and Identification Feature Learning for Person Search.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Object Interactions and Descriptions for Semantic Image Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Recurrent 3D Pose Sequence Machines.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Interpretable Structure-Evolving LSTM.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Instance-Level Salient Object Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Attention-Aware Face Hallucination via Deep Reinforcement Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Face Recognition by Coarse-to-Fine Landmark Regression with Application to ATM Surveillance.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Learning Patch-Based Dynamic Graph for Visual Tracking.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Learning Compositional Shape Models of Multiple Distance Metrics by Information Projection.
IEEE Trans. Neural Networks Learn. Syst., 2016

DISC: Deep Image Saliency Computing via Progressive Representation Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016

Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval.
IEEE Trans. Multim., 2016

Recognizing Focal Liver Lesions in CEUS With Dynamically Trained Latent Structured Models.
IEEE Trans. Medical Imaging, 2016

An Approach to Streaming Video Segmentation With Sub-Optimal Low-Rank Decomposition.
IEEE Trans. Image Process., 2016

Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking.
IEEE Trans. Image Process., 2016

Inference With Collaborative Model for Interactive Tumor Segmentation in Medical Image Sequences.
IEEE Trans. Cybern., 2016

Detection-Free Multiobject Tracking by Reconfigurable Inference With Bundle Representations.
IEEE Trans. Cybern., 2016

Compositional models and Structured learning for visual recognition.
Pattern Recognit., 2016

Deep Learning for Remote Sensing Image Understanding.
J. Sensors, 2016

Deep Boosting: Joint feature selection and analysis dictionary learning in hierarchy.
Neurocomputing, 2016

Special issue on Chinese Conference on Computer Vision 2015.
Neurocomputing, 2016

Parallel nonparametric binarization for degraded document images.
Neurocomputing, 2016

Discovering similar Chinese characters in online handwriting with deep convolutional neural networks.
Int. J. Document Anal. Recognit., 2016

A Deep Structured Model with Radius-Margin Bound for 3D Human Activity Recognition.
Int. J. Comput. Vis., 2016

End-to-End Deep Learning for Person Search.
CoRR, 2016

RGB-D Scene Labeling with Long Short-Term Memorized Fusion Model.
CoRR, 2016

Learning to Segment Object Proposals via Recursive Neural Networks.
CoRR, 2016

High-level representation sketch for video event retrieval.
Sci. China Inf. Sci., 2016

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Geometric Scene Parsing with Hierarchical LSTM.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Learning a lightweight deep convolutional network for joint age and gender recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Local- and holistic-structure preserving image super resolution via deep joint component learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Character proposal network for robust text extraction.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Is Faster R-CNN Doing Well for Pedestrian Detection?
Proceedings of the Computer Vision - ECCV 2016, 2016

Semantic Object Parsing with Graph LSTM.
Proceedings of the Computer Vision - ECCV 2016, 2016

LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling.
Proceedings of the Computer Vision - ECCV 2016, 2016

Joint Learning of Single-Image and Cross-Image Representations for Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Structured Scene Parsing by Learning with Image Descriptions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Reversible Recursive Instance-Level Object Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Semantic Object Parsing with Local-Global Long Short-Term Memory.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Boosting Zero-Shot Image Classification via Pairwise Relationship Learning.
Proceedings of the Computer Vision - ACCV 2016, 2016

DARI: Distance Metric and Representation Integration for Person Verification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Fashion Parsing With Video Context.
IEEE Trans. Multim., 2015

Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification.
IEEE Trans. Image Process., 2015

PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures With Edge-Preserving Coherence.
IEEE Trans. Image Process., 2015

Hierarchical Ensemble of Background Models for PTZ-Based Video Surveillance.
IEEE Trans. Cybern., 2015

Adaptive Scene Category Discovery With Generative Learning and Compositional Sampling.
IEEE Trans. Circuits Syst. Video Technol., 2015

Deep feature learning with relative distance comparison for person re-identification.
Pattern Recognit., 2015

Discriminatively Trained And-Or Graph Models for Object Shape Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Deep Human Parsing with Active Template Regression.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Towards a solid solution of real-time fire and flame detection.
Multim. Tools Appl., 2015

Kernel sparse representation for time series classification.
Inf. Sci., 2015

Data-Driven Scene Understanding with Adaptively Retrieved Exemplars.
IEEE Multim., 2015

Iterated Support Vector Machines for Distance Metric Learning.
CoRR, 2015

F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation.
CoRR, 2015

Human-Centric Images and Videos Analysis.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Human Parsing with Contextualized Convolutional Neural Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Discriminative learning of iteration-wise priors for blind deconvolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Matching-CNN meets KNN: Quasi-parametric human parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

SOLD: Sub-optimal low-rank decomposition for efficient video segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A Deep Joint Learning Approach for Age Invariant Face Verification.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models.
IEEE Trans. Image Process., 2014

Robust Feature Point Matching With Sparse Model.
IEEE Trans. Image Process., 2014

Salient object detection based on regions.
Multim. Tools Appl., 2014

Computational Baby Learning.
CoRR, 2014

sapFinder: an R/Bioconductor package for detection of variant peptides in shotgun proteomics experiments.
Bioinform., 2014

Deep Joint Task Learning for Generic Object Extraction.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Person Search in a Scene by Jointly Modeling People Commonness and Person Uniqueness.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Fashion Parsing with Video Context.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Recognizing focal liver lesions in contrast-enhanced ultrasound with discriminatively trained spatio-temporal model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Deep boosting: Layered feature mining for general image classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Data-driven scene understanding by adaptive exemplar retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

An expressive deep model for human action parsing from a single image.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Clothing Co-parsing by Joint Image Segmentation and Labeling.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Discovering Video Shot Categories by Unsupervised Stochastic Graph Partition.
IEEE Trans. Multim., 2013

Video Stylization: Painterly Rendering and Optimization With Content Extraction.
IEEE Trans. Circuits Syst. Video Technol., 2013

Sparse Learning-to-Rank via an Efficient Primal-Dual Algorithm.
IEEE Trans. Computers, 2013

Learning latent spatio-temporal compositional model for human action recognition.
Proceedings of the ACM Multimedia Conference, 2013

Human Re-identification by Matching Compositional Template with Cluster Sampling.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Correntropy Induced L2 Graph for Robust Subspace Clustering.
Proceedings of the IEEE International Conference on Computer Vision, 2013

SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Integrating multi-stage depth-induced contextual information for human action recognition and localization.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Spatial Priors.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Robust Region Grouping via Internal Patch Statistics.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Integrating Graph Partitioning and Matching for Trajectory Analysis in Video Surveillance.
IEEE Trans. Image Process., 2012

Object categorization with sketch representation and generalized samples.
Pattern Recognit., 2012

Representing and recognizing objects with massive local image patches.
Pattern Recognit., 2012

On the zeroth-order general Randic index of cacti.
Ars Comb., 2012

Dynamical And-Or Graph Learning for Object Shape Modeling and Detection.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Joint semantic segmentation by searching for compatible-competitive references.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Robust stroke-based video animation via layered motion and correspondence.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Realtime object-of-interest tracking by learning Composite Patch-based Templates.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Object-Layout-Aware Image Retrieval for Personal Album Management.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Cross-based local multipoint filtering.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Learning contour-fragment-based shape model with And-Or tree representation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
High-Resolution Face Fusion for Gender Conversion.
IEEE Trans. Syst. Man Cybern. Part A, 2011

Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2011

Adaptive Object Tracking by Learning Hybrid Template Online.
IEEE Trans. Circuits Syst. Video Technol., 2011

Tenzing A SQL Implementation On The MapReduce Framework.
Proc. VLDB Endow., 2011

Color style transfer by constraint locally linear embedding.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Interactive CT image segmentation with online discriminative learning.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Segment an image by looking into an image corpus.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
I2T: Image Parsing to Text Description.
Proc. IEEE, 2010

Layered Graph Matching with Composite Cluster Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Skeletonization with Particle Filters.
Int. J. Pattern Recognit. Artif. Intell., 2010

Painterly animation using video semantics and feature correspondence.
Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, 2010

Tracking Objects with Adaptive Feature Patches for PTZ Camera Visual Surveillance.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Discriminative Model for Object Representation and Detection via Sparse Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Semantics-driven portrait cartoon stylization.
Proceedings of the International Conference on Image Processing, 2010

Learning Shape Detector by Quantizing Curve Segments with Multiple Distance Metrics.
Proceedings of the Computer Vision, 2010

2009
Semantic event representation and recognition using syntactic attribute graph grammar.
Pattern Recognit. Lett., 2009

A stochastic graph grammar for compositional object representation and recognition.
Pattern Recognit., 2009

Marker-less registration based on template tracking for augmented reality.
Multim. Tools Appl., 2009

Stochastic Programming Models and Hybrid Intelligent Algorithm for Unbalanced Bidding Problem.
Comput. Inf. Sci., 2009

Interactive rotoscoping: Extracting and tracking object sketch.
Proceedings of the International Conference on Image Processing, 2009

Hierarchical 3D perception from a single image.
Proceedings of the International Conference on Image Processing, 2009

Accurate semantic image labeling by fast Geodesic Propagation.
Proceedings of the International Conference on Image Processing, 2009

Trajectory parsing by cluster sampling in spatio-temporal graph.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Layered graph matching by composite cluster sampling with collaborative and competitive interactions.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Spatio-temporal patches for night background modeling by subspace learning.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An empirical study of facial components classification by integrating dimensionality reduction and clustering.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Layered shape matching and registration: Stochastic sampling with hierarchical graph representation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Object-of-interest extraction by integrating stochastic inference with learnt active shape sketch.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
An Empirical Study of Object Category Recognition: Sequential Testing with Generalized Samples.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Fuzzy Fixed Charge Solid Transportation Problem and Its Algorithm.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Object Category Recognition Using Generative Template Boosting.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Layered Graph Match with Graph Editing.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Key Issues for AR-Based Digital Reconstruction of Yuanmingyuan Garden.
Presence Teleoperators Virtual Environ., 2006


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