Jun Liu

Orcid: 0000-0002-4365-4165

Affiliations:
  • Singapore University of Technology and Design
  • Nanyang Technological University, Singapore (former)
  • Fudan University, Shanghai, China (former)


According to our database1, Jun Liu authored at least 169 papers between 2010 and 2024.

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Bibliography

2024
Cross-Modal Contrastive Pre-Training for Few-Shot Skeleton Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

Uncertainty-Aware Pedestrian Crossing Prediction via Reinforcement Learning.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

Meet JEANIE: A Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment.
Int. J. Comput. Vis., September, 2024

Bridging the Domain Gap in Scene Flow Estimation via Hierarchical Smoothness Refinement.
ACM Trans. Multim. Comput. Commun. Appl., August, 2024

NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering.
ACM Trans. Knowl. Discov. Data, July, 2024

Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models.
ACM Comput. Surv., July, 2024

OHD: An Online Category-Aware Framework for Learning With Noisy Labels Under Long-Tailed Distribution.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

BDAL: Balanced Distribution Active Learning for MRI Cardiac Multistructures Segmentation.
IEEE Trans. Ind. Informatics, April, 2024

Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Trusted Semi-Supervised Multi-View Classification With Contrastive Learning.
IEEE Trans. Multim., 2024

Progressive Channel-Shrinking Network.
IEEE Trans. Multim., 2024

DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition.
IEEE Trans. Multim., 2024

Toward Class-Agnostic Tracking Using Feature Decorrelation in Point Clouds.
IEEE Trans. Image Process., 2024

Unsupervised Domain Adaptation via Domain-Adaptive Diffusion.
IEEE Trans. Image Process., 2024

Precise facial landmark detection by Dynamic Semantic Aggregation Transformer.
Pattern Recognit., 2024

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2024

On Efficient Variants of Segment Anything Model: A Survey.
CoRR, 2024

GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians.
CoRR, 2024

Prototypical Prompting for Text-to-image Person Re-identification.
CoRR, 2024

Instance Temperature Knowledge Distillation.
CoRR, 2024

Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor.
CoRR, 2024

DisC-GS: Discontinuity-aware Gaussian Splatting.
CoRR, 2024

LAGA: Layered 3D Avatar Generation and Customization via Gaussian Splatting.
CoRR, 2024

Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment.
CoRR, 2024

Left-right Discrepancy for Adversarial Attack on Stereo Networks.
CoRR, 2024

Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports.
CoRR, 2024

UDT: U-shaped deformable transformer for subarachnoid haemorrhage image segmentation.
CAAI Trans. Intell. Technol., 2024

Informative Point cloud Dataset Extraction for Classification via Gradient-based Points Moving.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Reverse2Complete: Unpaired Multimodal Point Cloud Completion via Guided Diffusion.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Prototypical Prompting for Text-to-image Person Re-identification.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Unlearnable Examples Detection via Iterative Filtering.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Towards Physical World Backdoor Attacks Against Skeleton Action Recognition.
Proceedings of the Computer Vision - ECCV 2024, 2024

LTRL: Boosting Long-Tail Recognition via Reflective Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers.
Proceedings of the Computer Vision - ECCV 2024, 2024

SemTrack: A Large-Scale Dataset for Semantic Tracking in the Wild.
Proceedings of the Computer Vision - ECCV 2024, 2024

Harnessing Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Learning to Unlearn for Robust Machine Unlearning.
Proceedings of the Computer Vision - ECCV 2024, 2024

Addressing Background Context Bias in Few-Shot Segmentation Through Iterative Modulation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LLaFS: When Large Language Models Meet Few-Shot Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LTGC: Long-Tail Recognition via Leveraging LLMs-Driven Generated Content.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

6D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LLMs are Good Action Recognizers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LEAD: Exploring Logit Space Evolution for Model Selection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LLMs are Good Sign Language Translators.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Action Detection via an Image Diffusion Process.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Referring Expression Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Correlation Matching Transformation Transformers for UHD Image Restoration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Towards More Reliable Confidence Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Point Cloud Completion Via Skeleton-Detail Transformer.
IEEE Trans. Vis. Comput. Graph., October, 2023

GradMDM: Adversarial Attack on Dynamic Networks.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Human Action Recognition From Various Data Modalities: A Review.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Quantum Fourier Convolutional Network.
ACM Trans. Multim. Comput. Commun. Appl., January, 2023

Dear-Net: Learning Diversities for Skeleton-Based Early Action Recognition.
IEEE Trans. Multim., 2023

Exploiting Multi-View Part-Wise Correlation via an Efficient Transformer for Vehicle Re-Identification.
IEEE Trans. Multim., 2023

Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning.
IEEE Trans. Multim., 2023

Experts Collaboration Learning for Continual Multi-Modal Reasoning.
IEEE Trans. Image Process., 2023

Precise Facial Landmark Detection by Reference Heatmap Transformer.
IEEE Trans. Image Process., 2023

Inference-Domain Network Evolution: A New Perspective for One-Shot Multi-Object Tracking.
IEEE Trans. Image Process., 2023

SMAM: Self and Mutual Adaptive Matching for Skeleton-Based Few-Shot Action Recognition.
IEEE Trans. Image Process., 2023

Learning Comprehensive Representations with Richer Self for Text-to-Image Person Re-Identification.
CoRR, 2023

AIGC for Various Data Modalities: A Survey.
CoRR, 2023

Unsupervised Domain Adaptation via Domain-Adaptive Diffusion.
CoRR, 2023

M<sup>3</sup>Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition.
CoRR, 2023

Modeling Uncertain Feature Representation for Domain Generalization.
CoRR, 2023

STPrivacy: Spatio-Temporal Tubelet Sparsification and Anonymization for Privacy-preserving Action Recognition.
CoRR, 2023

LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning Comprehensive Representations with Richer Self for Text-to-Image Person Re-Identification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

M3Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Gabor Texture Features for Fine-Grained Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Distribution-Aligned Diffusion for Human Mesh Recovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Continual Semantic Segmentation with Automatic Memory Sample Selection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Meta Compositional Referring Expression Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Characteristic Function-Based Method for Bottom-Up Human Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Token Boosting for Robust Self-Supervised Visual Transformer Pre-training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DiffPose: Toward More Reliable 3D Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unified Pose Sequence Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

System-Status-Aware Adaptive Network for Online Streaming Video Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Global-Local Label Correlation for Partial Multi-Label Learning.
IEEE Trans. Multim., 2022

Interaction Relational Network for Mutual Action Recognition.
IEEE Trans. Multim., 2022

Deep Supervised Descent Method With Multiple Seeds Generation for 3-D Tracking in Point Cloud.
IEEE Trans. Ind. Informatics, 2022

Skeleton-based relational reasoning for group activity analysis.
Pattern Recognit., 2022

Disentangled Feature Learning Network and a Comprehensive Benchmark for Vehicle Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains.
CoRR, 2022

Towards Class-agnostic Tracking Using Feature Decorrelation in Point Clouds.
CoRR, 2022

A spatial attentive and temporal dilated (SATD) GCN for skeleton-based action recognition.
CAAI Trans. Intell. Technol., 2022

Heatmap Distribution Matching for Human Pose Estimation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Uncertainty Modeling for Out-of-Distribution Generalization.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Meta Spatio-Temporal Debiasing for Video Scene Graph Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Improving the Reliability for Confidence Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

IGFormer: Interaction Graph Transformer for Skeleton-Based Human Interaction Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022

GradAuto: Energy-Oriented Attack on Dynamic Neural Networks.
Proceedings of the Computer Vision - ECCV 2022, 2022

Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022

ERA: Expert Retrieval and Assembly for Early Action Prediction.
Proceedings of the Computer Vision - ECCV 2022, 2022

Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Meta Agent Teaming Active Learning for Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Robust Face Alignment by Multi-Order High-Precision Hourglass Network.
IEEE Trans. Image Process., 2021

Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation.
IEEE Trans. Image Process., 2021

PoT-GAN: Pose Transform GAN for Person Image Synthesis.
IEEE Trans. Image Process., 2021

Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification.
IEEE Trans. Image Process., 2021

Hierarchical Connectivity-Centered Clustering for Unsupervised Domain Adaptation on Person Re-Identification.
IEEE Trans. Image Process., 2021

Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition.
Pattern Recognit., 2021

Recent Advances of Continual Learning in Computer Vision: An Overview.
CoRR, 2021

QFCNN: Quantum Fourier Convolutional Neural Network.
CoRR, 2021

Conterfactual Generative Zero-Shot Semantic Segmentation.
CoRR, 2021

The Multi-Modal Video Reasoning and Analyzing Competition.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Motion Adaptive Pose Estimation from Compressed Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Interaction via Bi-directional Graph of Semantic Region Affinity for Scene Parsing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder<sup>∗</sup>.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Interventional Video Grounding With Dual Contrastive Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

UAV-Human: A Large Benchmark for Human Behavior Understanding With Unmanned Aerial Vehicles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Person30K: A Dual-Meta Generalization Network for Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Bi-Directional Dermoscopic Feature Learning and Multi-Scale Consistent Decision Fusion for Skin Lesion Segmentation.
IEEE Trans. Image Process., 2020

Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering.
IEEE Trans. Image Process., 2020

Skeleton-Based Online Action Prediction Using Scale Selection Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Feature Boosting Network For 3D Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Disentangled Feature Learning Network for Vehicle Re-Identification.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis.
Proceedings of the Computer Vision - ECCV 2020, 2020

HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction.
Proceedings of the Computer Vision - ECCV 2020, 2020

Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Progressive Joint Propagation for Human Motion Prediction.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Context-Aware Three-Dimensional Mean-Shift With Occlusion Handling for Robust Object Tracking in RGB-D Videos.
IEEE Trans. Multim., 2019

Embedding Adversarial Learning for Vehicle Re-Identification.
IEEE Trans. Image Process., 2019

Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Interaction Recognition Through Body Parts Relation Reasoning.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Robust 3-D Human Detection in Complex Environments With a Depth Camera.
IEEE Trans. Multim., 2018

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks.
IEEE Trans. Image Process., 2018

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Physical blob detector and Multi-Channel Color Shape Descriptor for human detection.
J. Vis. Commun. Image Represent., 2018

SSNet: Scale Selection Network for Online 3D Action Prediction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Joint Human Detection and Head Pose Estimation via Multistream Networks for RGB-D Videos.
IEEE Signal Process. Lett., 2017

Skeleton Based Human Action Recognition with Global Context-Aware Attention LSTM Networks.
CoRR, 2017

Cloud of Line Distribution for Arbitrary Text Detection in Scene/Video/License Plate Images.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Multi-glimpse LSTM with color-depth feature fusion for human detection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Global Context-Aware Attention LSTM Networks for 3D Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Level Sets for Salient Object Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Reliably detecting humans in crowded and dynamic environments using RGB-D camera.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Reliably detecting humans with RGB-D camera with physical blob detector followed by learning-based filtering.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

Robust Real-Time Human Perception with Depth Camera.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Detecting and tracking people in real time with RGB-D camera.
Pattern Recognit. Lett., 2015

An ultra-fast human detection method for color-depth camera.
J. Vis. Commun. Image Represent., 2015

WHU-NERCMS at TRECVID2015: Instance Search Task.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Person Re-identification via Attribute Confidence and Saliency.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Specific Person Retrieval via Incomplete Text Description.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

2014
Hierarchical multi-feature fusion for multimodal data analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Real-time human detection and tracking in complex environments using single RGBD camera.
Proceedings of the IEEE International Conference on Image Processing, 2013

2010
Coming to grips with the objects we grasp: detecting interactions with efficient wrist-worn sensors.
Proceedings of the 4th International Conference on Tangible and Embedded Interaction 2010, 2010


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