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Zhedong Zheng
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2020 – today
- 2024
- [j31]Xu Zhang, Zhedong Zheng
, Linchao Zhu, Yi Yang:
Collaborative group: Composed image retrieval via consensus learning from noisy annotations. Knowl. Based Syst. 300: 112135 (2024) - [j30]Tingyu Wang, Zhedong Zheng
Multiple-environment Self-adaptive Network for aerial-view geo-localization. Pattern Recognit. 152: 110363 (2024) - [j29]Xuanmeng Zhang
Self-ensembling depth completion via density-aware consistency. Pattern Recognit. 154: 110618 (2024) - [j28]Yuxia Wu
Active Discovering New Slots for Task-Oriented Conversation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2062-2072 (2024) - [j27]Tingyu Wang
Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation Regularization. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j26]Zhedong Zheng
Parameter-Efficient Person Re-Identification in the 3D Space. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7534-7547 (2024) - [j25]Yucheng Suo
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation. ACM Trans. Multim. Comput. Commun. Appl. 20(6): 185:1-185:18 (2024) - [j24]Xiaolong Shen
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20(7): 226:1-226:19 (2024) - [j23]Jinliang Liu
High Fidelity Makeup via 2D and 3D Identity Preservation Net. ACM Trans. Multim. Comput. Commun. Appl. 20(8): 230:1-230:24 (2024) - [c29]Meng Chu
Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching. ECCV (11) 2024: 213-231 - [c28]Ruiyang Zhang
Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene. ECCV (11) 2024: 249-266 - [c27]Chao Wang
Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery. ECCV (82) 2024: 379-397 - [c26]Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua:
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. ICLR 2024 - [c25]Zhedong Zheng
MORE'24 Multimedia Object Re-ID: Advancements, Challenges, and Opportunities. ICMR 2024: 1336-1338 - [c24]Mu Chen
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation. ACM Multimedia 2024: 399-408 - [c23]Wei Ji
The 2nd International Workshop on Deep Multi-modal Generation and Retrieval. MMGR@MM 2024: 1-6 - [c22]Zhedong Zheng
The 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective. UAVM 2024: 1-3 - [e5]Wei Ji, Hao Fei, Zhedong Zheng, Yinwei Wei:
Proceedings of the 2nd International Workshop on Deep Multimodal Generation and Retrieval, MMGR 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1202-9 [contents] - [e4]Zhedong Zheng, Yaxiong Wang, Xuelin Qian, Zhun Zhong, Zheng Wang, Liang Zheng:
Proceedings of the 1st ICMR Workshop on Multimedia Object Re-Identification, MORE 2024, Phuket, Thailand, 10 June 2024. ACM 2024 [contents] - [e3]Zhedong Zheng, Yujiao Shi, Tingyu Wang, Chen Chen, Pengfei Zhu, Richard Hartley:
Proceedings of the 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, UAVM 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024. ACM 2024, ISBN 979-8-4007-1206-7 [contents] - [i49]Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-Seng Chua:
Instilling Multi-round Thinking to Text-guided Image Generation. CoRR abs/2401.08472 (2024) - [i48]Jintao Sun, Zhedong Zheng, Gangyi Ding:
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search. CoRR abs/2404.10292 (2024) - [i47]Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng:
Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene. CoRR abs/2407.08569 (2024) - [i46]Mu Chen, Zhedong Zheng, Yi Yang:
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning. CoRR abs/2407.17101 (2024) - [i45]Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng:
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection. CoRR abs/2408.00619 (2024) - [i44]Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng:
Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling. CoRR abs/2410.11236 (2024) - 2023
- [j22]Zhedong Zheng
U-Turn: Crafting Adversarial Queries with Opposite-Direction Features. Int. J. Comput. Vis. 131(4): 835-854 (2023) - [j21]Xuanmeng Zhang
Multi-view Consistent Generative Adversarial Networks for Compositional 3D-Aware Image Synthesis. Int. J. Comput. Vis. 131(8): 2219-2242 (2023) - [j20]Chuchu Han
DMRNet++: Learning Discriminative Features With Decoupled Networks and Enriched Pairs for One-Step Person Search. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7319-7337 (2023) - [j19]Xiaohan Wang
Align and Tell: Boosting Text-Video Retrieval With Local Alignment and Fine-Grained Supervision. IEEE Trans. Multim. 25: 6079-6089 (2023) - [j18]Chao Sun, Zhedong Zheng
Self-Supervised Point Cloud Representation Learning via Separating Mixed Shapes. IEEE Trans. Multim. 25: 6207-6218 (2023) - [j17]Xiaodong Wang
Progressive Local Filter Pruning for Image Retrieval Acceleration. IEEE Trans. Multim. 25: 9597-9607 (2023) - [c21]Chao Wang, Zhedong Zheng
Context-Aware Pretraining for Efficient Blind Image Decomposition. CVPR 2023: 18186-18195 - [c20]Wei Ji, Renjie Liang, Zhedong Zheng
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning. CVPR 2023: 23013-23022 - [c19]Mu Chen
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation. ACM Multimedia 2023: 1905-1914 - [c18]Shuyu Yang
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark. ACM Multimedia 2023: 4492-4501 - [c17]Zhedong Zheng
UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective. ACM Multimedia 2023: 9715-9717 - [c16]Wei Ji
Deep Multimodal Learning for Information Retrieval. ACM Multimedia 2023: 9739-9741 - [c15]Leigang Qu
Learnable Pillar-based Re-ranking for Image-Text Retrieval. SIGIR 2023: 1252-1261 - [e2]Wei Ji, Yinwei Wei, Zhedong Zheng, Hao Fei, Tat-Seng Chua:
Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval, MMIR 2023, Ottawa ON, Canada, 2 November 2023. ACM 2023 [contents] - [e1]Zhedong Zheng, Yujiao Shi, Tingyu Wang, Jun Liu, Jianwu Fang, Yunchao Wei, Tat-Seng Chua:
Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, UAVM 2023, Ottawa ON, Canada, 2 November 2023. ACM 2023 [contents] - [i43]Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua:
Learnable Pillar-based Re-ranking for Image-Text Retrieval. CoRR abs/2304.12570 (2023) - [i42]Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao:
Actively Discovering New Slots for Task-oriented Conversation. CoRR abs/2305.04049 (2023) - [i41]Xu Zhang, Zhedong Zheng, Xiaohan Wang, Yi Yang:
Relieving Triplet Ambiguity: Consensus Network for Language-Guided Image Retrieval. CoRR abs/2306.02092 (2023) - [i40]Shuyu Yang, Yinan Zhou
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark. CoRR abs/2306.02898 (2023) - [i39]Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua:
Progressive Text-to-3D Generation for Automatic 3D Prototyping. CoRR abs/2309.14600 (2023) - [i38]Mu Chen, Zhedong Zheng, Yi Yang:
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation. CoRR abs/2311.12682 (2023) - [i37]Meng Chu, Zhedong Zheng, Wei Ji, Tat-Seng Chua:
Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatially Relation Matching. CoRR abs/2311.12751 (2023) - 2022
- [j16]Tingyu Wang
Each Part Matters: Local Patterns Facilitate Cross-View Geo-Localization. IEEE Trans. Circuits Syst. Video Technol. 32(2): 867-879 (2022) - [j15]Xiao-Dong Wang
Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying. IEEE Trans. Cybern. 52(12): 13293-13307 (2022) - [j14]Jinliang Lin
Joint Representation Learning and Keypoint Detection for Cross-View Geo-Localization. IEEE Trans. Image Process. 31: 3780-3792 (2022) - [j13]Zhedong Zheng
Adaptive Boosting for Domain Adaptation: Toward Robust Predictions in Scene Segmentation. IEEE Trans. Image Process. 31: 5371-5382 (2022) - [j12]Bingwen Hu
SPG-VTON: Semantic Prediction Guidance for Multi-Pose Virtual Try-on. IEEE Trans. Multim. 24: 1233-1246 (2022) - [c14]Xuanmeng Zhang, Zhedong Zheng
Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis. CVPR 2022: 18429-18438 - [c13]Zheng Wang, Dan Xu, Zhedong Zheng, Kui Jiang:
Multimedia Content Understanding in Harsh Environments. ACM Multimedia 2022: 7372-7373 - [i36]Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang:
Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis. CoRR abs/2204.06307 (2022) - [i35]Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Tat-Seng Chua, Yi Yang, Chenggang Yan:
Multiple-environment Self-adaptive Network for Aerial-view Geo-localization. CoRR abs/2204.08381 (2022) - [i34]Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua:
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective. CoRR abs/2204.13096 (2022) - [i33]Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang:
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation. CoRR abs/2207.03714 (2022) - [i32]Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang:
Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion. CoRR abs/2207.06057 (2022) - [i31]Jianwu Fang, Fan Wang, Peining Shen, Zhedong Zheng, Jianru Xue, Tat-Seng Chua:
Behavioral Intention Prediction in Driving Scenes: A Survey. CoRR abs/2211.00385 (2022) - [i30]Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan:
Learning Cross-view Geo-localization Embeddings via Dynamic Weighted Decorrelation Regularization. CoRR abs/2211.05296 (2022) - [i29]Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua:
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. CoRR abs/2211.07394 (2022) - [i28]Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua:
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation. CoRR abs/2211.07609 (2022) - [i27]Jianwu Fang, Lei-Lei Li, Kuan Yang, Zhedong Zheng, Jianru Xue, Tat-Seng Chua:
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark. CoRR abs/2212.09381 (2022) - [i26]Xiaolong Shen, Zhedong Zheng, Yi Yang:
StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition. CoRR abs/2212.12857 (2022) - 2021
- [b1]Zhedong Zheng:
Generative and Discriminative Learning for Visual Matching. University of Technology Sydney, Australia, 2021 - [j11]Zhedong Zheng
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation. Int. J. Comput. Vis. 129(4): 1106-1120 (2021) - [j10]Bingwen Hu
Unsupervised Eyeglasses Removal in the Wild. IEEE Trans. Cybern. 51(9): 4373-4385 (2021) - [j9]Zhedong Zheng
VehicleNet: Learning Robust Visual Representation for Vehicle Re-Identification. IEEE Trans. Multim. 23: 2683-2693 (2021) - [c12]Chuchu Han, Zhedong Zheng
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search. AAAI 2021: 1505-1512 - [c11]Minyue Jiang, Xuanmeng Zhang, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang:
Robust Vehicle Re-Identification via Rigid Structure Prior. CVPR Workshops 2021: 4026-4033 - [c10]Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang:
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval. CVPR Workshops 2021: 4034-4043 - [i25]Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang:
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search. CoRR abs/2102.10795 (2021) - [i24]Zhedong Zheng, Yi Yang:
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation. CoRR abs/2103.15685 (2021) - [i23]Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Yi Yang, Hongxia Yang:
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval. CoRR abs/2105.14897 (2021) - [i22]Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang:
Less is More: Sparse Sampling for Dense Reaction Predictions. CoRR abs/2106.01764 (2021) - [i21]Bingwen Hu, Ping Liu, Zhedong Zheng, Mingwu Ren:
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on. CoRR abs/2108.01578 (2021) - [i20]Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang:
Point Cloud Pre-training by Mixing and Disentangling. CoRR abs/2109.00452 (2021) - 2020
- [j8]Yutian Lin, Zhedong Zheng
Bayesian query expansion for multi-camera person re-identification. Pattern Recognit. Lett. 130: 284-292 (2020) - [j7]Qingji Guan
Thorax disease classification with attention guided convolutional neural network. Pattern Recognit. Lett. 131: 38-45 (2020) - [j6]Zhedong Zheng
Dual-path Convolutional Image-Text Embeddings with Instance Loss. ACM Trans. Multim. Comput. Commun. Appl. 16(2): 51:1-51:23 (2020) - [c9]Zhedong Zheng
Going Beyond Real Data: A Robust Visual Representation for Vehicle Re-identification. CVPR Workshops 2020: 2550-2558 - [c8]Zhikun Huang, Zhedong Zheng
Real-World Automatic Makeup via Identity Preservation Makeup Net. IJCAI 2020: 652-658 - [c7]Zhedong Zheng
Unsupervised Scene Adaptation with Memory Regularization in vivo. IJCAI 2020: 1076-1082 - [c6]Zhedong Zheng
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization. ACM Multimedia 2020: 1395-1403 - [i19]Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang:
Progressive Local Filter Pruning for Image Retrieval Acceleration. CoRR abs/2001.08878 (2020) - [i18]Zhedong Zheng, Yunchao Wei, Yi Yang:
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization. CoRR abs/2002.12186 (2020) - [i17]Zhedong Zheng, Yi Yang:
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation. CoRR abs/2003.03773 (2020) - [i16]Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei:
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification. CoRR abs/2004.06305 (2020) - [i15]Zhedong Zheng, Yi Yang:
Person Re-identification in the 3D Space. CoRR abs/2006.04569 (2020) - [i14]Tingyu Wang, Zhedong Zheng, Chenggang Yan, Yi Yang:
Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization. CoRR abs/2008.11646 (2020) - [i13]Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang:
Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective. CoRR abs/2012.07620 (2020)
2010 – 2019
- 2019
- [j5]Yutian Lin, Liang Zheng
Improving person re-identification by attribute and identity learning. Pattern Recognit. 95: 151-161 (2019) - [j4]Zhedong Zheng
Pedestrian Alignment Network for Large-scale Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 29(10): 3037-3045 (2019) - [j3]Zhun Zhong
CamStyle: A Novel Data Augmentation Method for Person Re-Identification. IEEE Trans. Image Process. 28(3): 1176-1190 (2019) - [j2]Yan Huang
Multi-Pseudo Regularized Label for Generated Data in Person Re-Identification. IEEE Trans. Image Process. 28(3): 1391-1403 (2019) - [c5]Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang:
VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification. CVPR Workshops 2019: 1-4 - [c4]Zhedong Zheng
Joint Discriminative and Generative Learning for Person Re-Identification. CVPR 2019: 2138-2147 - [i12]Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz:
Joint Discriminative and Generative Learning for Person Re-identification. CoRR abs/1904.07223 (2019) - [i11]Zhedong Zheng, Yi Yang:
Unsupervised Scene Adaptation with Memory Regularization in vivo. CoRR abs/1912.11164 (2019) - 2018
- [j1]Zhedong Zheng
A Discriminatively Learned CNN Embedding for Person Reidentification. ACM Trans. Multim. Comput. Commun. Appl. 14(1): 13:1-13:20 (2018) - [c3]Zhun Zhong, Liang Zheng
Camera Style Adaptation for Person Re-Identification. CVPR 2018: 5157-5166 - [c2]Yawei Luo
Macro-Micro Adversarial Network for Human Parsing. ECCV (9) 2018: 424-440 - [i10]Yan Huang, Jinsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang
Multi-pseudo Regularized Label for Generated Samples in Person Re-Identification. CoRR abs/1801.06742 (2018) - [i9]Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang:
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification. CoRR abs/1801.09927 (2018) - [i8]Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang:
Macro-Micro Adversarial Network for Human Parsing. CoRR abs/1807.08260 (2018) - [i7]Zhedong Zheng, Liang Zheng, Zhilan Hu, Yi Yang:
Open Set Adversarial Examples. CoRR abs/1809.02681 (2018) - 2017
- [c1]Zhedong Zheng
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro. ICCV 2017: 3774-3782 - [i6]Zhedong Zheng, Liang Zheng, Yi Yang:
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro. CoRR abs/1701.07717 (2017) - [i5]Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Yi Yang:
Improving Person Re-identification by Attribute and Identity Learning. CoRR abs/1703.07220 (2017) - [i4]Zhedong Zheng, Liang Zheng, Yi Yang:
Pedestrian Alignment Network for Large-scale Person Re-identification. CoRR abs/1707.00408 (2017) - [i3]Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Yi-Dong Shen:
Dual-Path Convolutional Image-Text Embedding. CoRR abs/1711.05535 (2017) - [i2]Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang:
Camera Style Adaptation for Person Re-identification. CoRR abs/1711.10295 (2017) - 2016
- [i1]Zhedong Zheng, Liang Zheng, Yi Yang:
A Discriminatively Learned CNN Embedding for Person Re-identification. CoRR abs/1611.05666 (2016)
Coauthor Index
[j31] [j30] [j27] [j26] [j25] [j24] [j23] [c27] [c24] [i46] [j22] [j21] [j20] [j19] [j18] [j17] [c21] [c19] [i41] [i38] [j16] [j15] [j14] [j13] [c14] [i36] [i35] [i34] [i33] [i32] [i30] [i28] [i26] [j11] [j9] [c12] [c11] [c10] [i25] [i24] [i23] [i22] [i20] [j8] [j7] [j6] [c9] [c7] [c6] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [j5] [j4] [j3] [c5] [c4] [i12] [i11] [j1] [c3] [c2] [i9] [i8] [i7] [c1] [i6] [i5] [i4] [i3] [i2] [i1]
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