Weigang Zhang

According to our database, Weigang Zhang authored at least 97 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty-Boosted Robust Video Activity Anticipation.

Zhaobo Qi, Shuhui Wang, Weigang Zhang, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Collaborative Debias Strategy for Temporal Sentence Grounding in Video.

Zhaobo Qi, Yibo Yuan, Xiaowen Ruan, Shuhui Wang, Weigang Zhang, Qingming Huang

IEEE Trans. Circuits Syst. Video Technol., November, 2024

Progressive Multi-Resolution Loss for Crowd Counting.

Ziheng Yan, Yuankai Qi, Guorong Li, Xinyan Liu, Weigang Zhang, Ming-Hsuan Yang, Qingming Huang

IEEE Trans. Circuits Syst. Video Technol., May, 2024

Limb-Aware Virtual Try-On Network With Progressive Clothing Warping.

Shengping Zhang, Xiaoyu Han, Weigang Zhang, Xiangyuan Lan, Hongxun Yao, Qingming Huang

IEEE Trans. Multim., 2024

Two-stream bolt preload prediction network using hydraulic pressure and nut angle signals.

Lingchao Xu, Yongsheng Xu, Ke Wang, Lin Ye, Weigang Zhang

Eng. Appl. Artif. Intell., 2024

AdaPPA: Adaptive Position Pre-Fill Jailbreak Attack Approach Targeting LLMs.

Lijia Lv, Weigang Zhang, Xuehai Tang, Jie Wen, Feng Liu, Jizhong Han, Songlin Hu

CoRR, 2024

Improving Sequential DeepFake Detection with Local information enhancement.

Longyun Dong, Yuanrong Xu, Jianping Zhong, Zhaobo Qi, Weigang Zhang

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

Quartet: A Holistic Hybrid Parallel Framework for Training Large Language Models.

Weigang Zhang, Biyu Zhou, Xing Wu, Chaochen Gao, Zhibing Liu, Xuehai Tang, Ruixuan Li, Jizhong Han, Songlin Hu

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video.

Zhaobo Qi, Yibo Yuan, Xiaowen Ruan, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

An efficiency control strategy of dual-motor multi-gear drive algorithm.

Lijun Xiao, Wei Liang, Jiahong Cai, Ming Wang, Jiahong Xiao, Yinyan Gong, Weigang Zhang

Connect. Sci., December, 2023

Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition.

Weigang Zhang, Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Qingming Huang

ACM Trans. Multim. Comput. Commun. Appl., November, 2023

Parabolic-Index Ring-Core Fiber Supporting High-Purity Orbital Angular Momentum Modes.

Yuanpeng Liu, Yingning Wang, Wenpu Geng, Wenqian Zhao, Hao Zhang, Weigang Zhang, Zhongqi Pan, Yang Yue

Sensors, April, 2023

Automatic Shadow Generation via Exposure Fusion.

Quanling Meng, Shengping Zhang, Zonglin Li, Chenyang Wang, Weigang Zhang, Qingming Huang

IEEE Trans. Multim., 2023

Unsupervised Low-Light Video Enhancement With Spatial-Temporal Co-Attention Transformer.

Xiaoqian Lv, Shengping Zhang, Chenyang Wang, Weigang Zhang, Hongxun Yao, Qingming Huang

IEEE Trans. Image Process., 2023

Text-driven Face Image Generation and Manipulation via Multi-level Residual Mapper.

Zonglin Li, Shengping Zhang, Yang Liu, Zhaoxin Zhang, Weigang Zhang, Qingming Huang

Int. J. Softw. Informatics, 2023

Semantic-Aware Dynamic Feature Selection and Fusion for Object Detection in UAV Videos.

Jianping Zhong, Zhaobo Qi, Weigang Zhang, Qingming Huang

Proceedings of the ACM Multimedia Asia 2023, 2023

MixPipe: Efficient Bidirectional Pipeline Parallelism for Training Large-Scale Models.

Weigang Zhang, Biyu Zhou, Xuehai Tang, Zhaoxing Wang, Songlin Hu

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification.

Shiliang Zhang, Guorong Li, Weigang Zhang, Qingming Huang, Tiejun Huang, Mubarak Shah, Nicu Sebe

ACM Trans. Multim. Comput. Commun. Appl., 2022

Weakly Supervised Temporal Action Localization Through Contrastive Learning.

Cheng Yang, Weigang Zhang

Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

2021

Graph Regularized Encoder-Decoder Networks for Image Representation Learning.

Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian

IEEE Trans. Multim., 2021

Air-Core Non-Zero Dispersion-Shifted Fiber With High-Index Ring for OAM Mode.

Wenqian Zhao, Wenpu Geng, Yingning Wang, Yuxi Fang, Changjing Bao, Yongxiong Ren, Weigang Zhang, Hao Zhang, Zhongqi Pan, Yang Yue

IEEE Access, 2021

One-Shot Example Videos Localization Network for Weakly-Supervised Temporal Action Localization.

Yushu Liu, Weigang Zhang, Guorong Li, Li Su, Qingming Huang

Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

Application of Neural Network Technology in Defect Image Recognition.

Hongjie Tao, Zhangwei Ling, Zhengpei Jiang, Shuai Kong, Weigang Zhang, Jie Geng

Proceedings of the ICMVA 2021: International Conference on Machine Vision and Applications, Singapore, February 20, 2021

Action Category and Phase Consistency Regularization for High-Quality Temporal Action Proposal Generation.

Yushu Liu, Weigang Zhang, Guorong Li, Qingming Huang

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

DBAM: Dense Boundary and Actionness Map for Action Localization in Videos via Sentence Query.

Weigang Zhang, Yushu Liu, Jianping Zhong, Guorong Li, Qingming Huang

Proceedings of the Image and Graphics - 11th International Conference, 2021

Exploiting sample correlation for crowd counting with multi-expert network.

Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang, Qingming Huang, Nicu Sebe

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert.

Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Action Recognition Using Form and Motion Modalities.

Quanling Meng, Heyan Zhu, Weigang Zhang, Xuefeng Piao, Aijie Zhang

ACM Trans. Multim. Comput. Commun. Appl., 2020

The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline.

Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe

Int. J. Comput. Vis., 2020

Two-stream deep sparse network for accurate and efficient image restoration.

Shuhui Wang, Ling Hu, Liang Li, Weigang Zhang, Qingming Huang

Comput. Vis. Image Underst., 2020

Two-Octave Supercontinuum Generation of High-Order OAM Modes in Air-Core As₂S₃ Ring Fiber.

Yingning Wang, Changjing Bao, Jicong Jiang, Yuxi Fang, Wenpu Geng, Zhi Wang, Weigang Zhang, Hao Huang, Yongxiong Ren, Zhongqi Pan, Yang Yue

IEEE Access, 2020

Video Anomaly Detection Using Open Data Filter and Domain Adaptation.

Chen Zhang, Guorong Li, Li Su, Weigang Zhang, Qingming Huang

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Fixation guided network for salient object detection.

Zhe Cui, Li Su, Weigang Zhang, Qingming Huang

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Modeling Temporal Concept Receptive Field Dynamically for Untrimmed Video Analysis.

Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Weigang Zhang, Qingming Huang

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

A Structured Latent Variable Recurrent Network With Stochastic Attention For Generating Weibo Comments.

Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Lightweight Energy-Efficient Computational Offloading Scheme in Mobile Edge Computing.

Weigang Zhang, Biyu Zhou, Weixia Dang, Songlin Hu

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Time Series Anomaly Detection Based on Language Model.

Weixia Dang, Biyu Zhou, Weigang Zhang, Songlin Hu

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Interpretable Visual Reasoning via Probabilistic Formulation Under Natural Supervision.

Xinzhe Han, Shuhui Wang, Chi Su, Weigang Zhang, Qingming Huang, Qi Tian

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning.

Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian

IEEE Trans. Multim., 2019

Split Multiplicative Multi-View Subspace Clustering.

Zhiyong Yang, Qianqian Xu, Weigang Zhang, Xiaochun Cao, Qingming Huang

IEEE Trans. Image Process., 2019

Beyond global fusion: A group-aware fusion approach for multi-view image clustering.

Zhe Xue, Guorong Li, Shuhui Wang, Jun Huang, Weigang Zhang, Qingming Huang

Inf. Sci., 2019

Improving multi-label classification with missing labels by learning label-specific features.

Jun Huang, Feng Qin, Xiao Zheng, Zekai Cheng, Zhixiang Yuan, Weigang Zhang, Qingming Huang

Inf. Sci., 2019

GA-ORB: A New Efficient Feature Extraction Algorithm for Multispectral Images Based on Geometric Algebra.

Rui Wang, Weigang Zhang, Yijie Shi, Xiangyang Wang, Wenming Cao

IEEE Access, 2019

Self-balance Motion and Appearance Model for Multi-object Tracking in UAV.

Hongyang Yu, Guorong Li, Weigang Zhang, Hongxun Yao, Qingming Huang

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Multi-Label Image Classification with Attention Mechanism and Graph Convolutional Networks.

Quanling Meng, Weigang Zhang

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Research on the Privacy Security and Defense Strategies on the Internet of Things Platform.

Qian Bian, Zhenduo Wang, Yingqiang Wang, Weigang Zhang

Proceedings of the Cyber Security Intelligence and Analytics, 2019

Learning Attribute-Specific Representations for Visual Tracking.

Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang, Ming-Hsuan Yang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Bilevel Multiview Latent Space Learning.

Zhe Xue, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang

IEEE Trans. Circuits Syst. Video Technol., 2018

COME for No-Reference Video Quality Assessment.

Chunfeng Wang, Li Su, Weigang Zhang

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Vehicle Detection in UAV Traffic Video Based on Convolution Neural Network.

Shulin Li, Weigang Zhang, Guorong Li, Li Su, Qingming Huang

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Edge Guided Generation Network for Video Prediction.

Kai Xu, Guorong Li, Huijuan Xu, Weigang Zhang, Qingming Huang

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Semantic Manifold Alignment in Visual Feature Space for Zero-Shot Learning.

Changsu Liao, Li Su, Weigang Zhang, Qingming Huang

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking.

Dawei Du, Yuankai Qi, Hongyang Yu, Yi-Fan Yang, Kaiwen Duan, Guorong Li, Weigang Zhang, Qingming Huang, Qi Tian

Proceedings of the Computer Vision - ECCV 2018, 2018

Less Is More: Picking Informative Frames for Video Captioning.

Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the Computer Vision - ECCV 2018, 2018

Active Sampling for Subjective Video Quality Assessment.

Yangbangyan Jiang, Qianqian Xu, Weigang Zhang, Qingming Huang

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Learning Label-Specific Features for Multi-Label Classification with Missing Labels.

Jun Huang, Feng Qin, Xiao Zheng, Zekai Cheng, Zhixiang Yuan, Weigang Zhang

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Saliency-Based Spatiotemporal Attention for Video Captioning.

Yangyu Chen, Weigang Zhang, Shuhui Wang, Liang Li, Qingming Huang

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Iris Liveness Detection: A Survey.

Yangyu Chen, Weigang Zhang

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Reverse Densely Connected Feature Pyramid Network for Object Detection.

Yongjian Xin, Shuhui Wang, Liang Li, Weigang Zhang, Qingming Huang

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation.

Junbiao Pang, Jing Huang, Weigang Zhang, Qingming Huang, Baocai Yin

Multim. Tools Appl., 2017

Rotative maximal pattern: A local coloring descriptor for object classification and recognition.

Junbiao Pang, Jing Huang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin

Inf. Sci., 2017

Efficient Cross-Modal Retrieval Using Social Tag Information Towards Mobile Applications.

Jianfeng He, Shuhui Wang, Qiang Qu, Weigang Zhang, Qingming Huang

Proceedings of the Mobility Analytics for Spatio-Temporal and Social Data, 2017

Deep Unsupervised Convolutional Domain Adaptation.

Junbao Zhuo, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition.

Xinge Zhu, Liang Li, Weigang Zhang, Tianrong Rao, Min Xu, Qingming Huang, Dong Xu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Online low-rank similarity function learning with adaptive relative margin for cross-modal retrieval.

Yiling Wu, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning.

Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-view Subspace Learning with Diversity Enforced Skeleton Embedding.

Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016

Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection.

Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin

IEEE Trans. Multim., 2016

Effective Multimodality Fusion Framework for Cross-Media Topic Detection.

Lingyang Chu, Yanyan Zhang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang

IEEE Trans. Circuits Syst. Video Technol., 2016

Online web video topic detection and tracking with semi-supervised learning.

Guorong Li, Shuqiang Jiang, Weigang Zhang, Junbiao Pang, Qingming Huang

Multim. Syst., 2016

Beyond appearance model: Learning appearance variations for object tracking.

Guorong Li, Bingpeng Ma, Jun Huang, Qingming Huang, Weigang Zhang

Neurocomputing, 2016

Robust latent poisson deconvolution from multiple imperfect features for web topic detection.

Fei Tao, Junbiao Pang, Chunjie Zhang, Liang Li, Li Su, Weigang Zhang, Qingming Huang, Guiping Su

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature.

Junbiao Pang, Huihuang Lin, Li Su, Chunjie Zhang, Weigang Zhang, Lijuan Duan, Qingming Huang, Baocai Yin

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades.

Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin

IEEE Trans. Multim., 2015

Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification.

Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin

IEEE Trans. Cybern., 2015

Fusing cross-media for topic detection by dense keyword groups.

Weigang Zhang, Tianlong Chen, Guorong Li, Junbiao Pang, Qingming Huang, Wen Gao

Neurocomputing, 2015

Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors.

Junbiao Pang, Chunjie Zhang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin

Neurocomputing, 2015

Online learning affinity measure with CovBoost for multi-target tracking.

Guorong Li, Qingming Huang, Shuqiang Jiang, Yingkun Xu, Weigang Zhang

Neurocomputing, 2015

GOMES: A group-aware multi-view fusion approach towards real-world image clustering.

Zhe Xue, Guorong Li, Shuhui Wang, Chunjie Zhang, Weigang Zhang, Qingming Huang

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Group sensitive Classifier Chains for multi-label classification.

Jun Huang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014

Video image mosaic implement based on planar-mirror-based catadioptric system.

Lin Zeng, Weigang Zhang, Shengping Zhang, Dingwen Wang

Signal Image Video Process., 2014

Web video thumbnail recommendation with content-aware analysis and query-sensitive matching.

Weigang Zhang, Chunxi Liu, Zhenjun Wang, Guorong Li, Qingming Huang, Wen Gao

Multim. Tools Appl., 2014

Topic detection in cross-media: a semi-supervised co-clustering approach.

Zhe Xue, Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang

Int. J. Multim. Inf. Retr., 2014

Web topic detection using a ranked clustering-like pattern across similarity cascades.

Fei Jia, Junbiao Pang, Weigang Zhang, Guorong Li, Chunjie Zhang, Qingming Huang, Yugui Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Weakly supervised cross-view action recognition via sequential motion accumulation.

Yi Liu, Lei Qin, Zhongwei Cheng, Yanhao Zhang, Weigang Zhang, Qingming Huang

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

DA-CCD: A novel action representation by Deep Architecture of local depth feature.

Yi Liu, Lei Qin, Zhongwei Cheng, Yanhao Zhang, Weigang Zhang, Qingming Huang

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Cross-media topic detection: A multi-modality fusion framework.

Yanyan Zhang, Guorong Li, Lingyang Chu, Shuhui Wang, Weigang Zhang, Qingming Huang

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Cross-media topic detection associated with hot search queries.

Zhe Xue, Shuqiang Jiang, Guorong Li, Qingming Huang, Weigang Zhang

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Discriminative Spatial Codebook Generation for Image Classification.

Chunjie Zhang, Wei Xiong, Jing Liu, Liang Fang, Weigang Zhang, Qingming Huang

Proceedings of the Seventh International Conference on Image and Graphics, 2013

2012

A Novel Framework for Web Video Thumbnail Generation.

Weigang Zhang, Chunxi Liu, Qingming Huang, Shuqiang Jiang, Wen Gao

Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Cross community news event summary generation based on collaborative ranking.

Chunxi Liu, Weigang Zhang, Shuqiang Jiang, Qingming Huang

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

2011

Preliminary Exploration of Container Freight Derivatives.

Ying Wang, Xiaoning Shi, Weigang Zhang

Proceedings of the LISS 2011 - Proceedings of the 1st International Conference on Logistics, Informatics and Service Science, Volume 1, Beijing, China, 8, 2011

Application of RFID Technology at the Entrance Gate of Container Terminals.

Lei Hu, Xiaoning Shi, Stefan Voß, Weigang Zhang

Proceedings of the Computational Logistics - Second International Conference, 2011

2006

JDL at TRECVID 2006 Shot Boundary Detection.

Chunxi Liu, Huiying Liu, Shuqiang Jiang, Qingming Huang, Yijia Zheng, Weigang Zhang

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Extracting Story Units in Sports Video Based on Unsupervised Video Scene Clustering.

Chunxi Liu, Qingming Huang, Shuqiang Jiang, Weigang Zhang

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Shot Detection Using Hidden Markov Models with Complementary Features.

Weigang Zhang, Jianqiu Lin, Xiaopeng Chen, Qingming Huang, Yang Liu

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

2005

A System for Automatic Generation of Music Sports-Video.

Weigang Zhang, Liyuan Xing, Qingming Huang, Wen Gao

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005