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ORCIDHaojin Yang
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- affiliation: Hasso Plattner Institute (HPI), Potsdam, Germany
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2020 – today
- 2024
[j13]Lidong Yang
, Zhengxin Yang, Moqiu Zhang, Jialin Jiang, Haojin Yang, Li Zhang:
Optimal Parameter Design and Microrobotic Navigation Control of Parallel-Mobile-Coil Systems. IEEE Trans Autom. Sci. Eng. 21(1): 855-867 (2024)- [c62]Jona Otholt, Christoph Meinel, Haojin Yang:
Guided Cluster Aggregation: A Hierarchical Approach to Generalized Category Discovery. WACV 2024: 2606-2615 - [i33]Ziyun Li, Christoph Meinel, Haojin Yang:
Generalized Categories Discovery for Long-tailed Recognition. CoRR abs/2401.05352 (2024) - [i32]Ziyun Li, Ben Dai, Furkan Simsek, Christoph Meinel, Haojin Yang:
ImbaGCD: Imbalanced Generalized Category Discovery. CoRR abs/2401.05353 (2024) - 2023
- [j12]Zhengxin Yang, Haojin Yang, Yanfei Cao, Yaoyao Cui, Li Zhang:
Magnetically Actuated Continuum Medical Robots: A Review. Adv. Intell. Syst. 5(6) (2023) - [c61]Ting Hu, Christoph Meinel, Haojin Yang:
Boosting Bert Subnets with Neural Grafting. ICASSP 2023: 1-5 - [c60]Furkan Simsek, Brian Pfitzmann, Hendrik Rätz, Jona Otholt, Haojin Yang, Christoph Meinel:
DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents. HIP@ICDAR 2023: 103-108 - [c59]Lidong Yang, Moqiu Zhang, Zhengxin Yang, Haojin Yang, Li Zhang:
QuadMag: A Mobile-Coil System With Enhanced Magnetic Actuation Efficiency and Dexterity. ICRA 2023: 4696-4702 - [c58]Ting Hu, Christoph Meinel, Haojin Yang:
Flexible BERT with Width- and Depth-dynamic Inference. IJCNN 2023: 1-8 - [c57]Ziyun Li, Xinshao Wang, Neil M. Robertson, David A. Clifton, Christoph Meinel, Haojin Yang:
SMKD: Selective Mutual Knowledge Distillation. IJCNN 2023: 1-8 - [i31]Furkan Simsek, Brian Pfitzmann, Hendrik Rätz, Jona Otholt, Haojin Yang, Christoph Meinel:
DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents. CoRR abs/2305.02208 (2023) - [i30]Ziyun Li, Jona Otholt, Ben Dai, Di Hu, Christoph Meinel, Haojin Yang:
Supervised Knowledge May Hurt Novel Class Discovery Performance. CoRR abs/2306.03648 (2023) - [i29]Ting Hu, Christoph Meinel, Haojin Yang:
Scaled Prompt-Tuning for Few-Shot Natural Language Generation. CoRR abs/2309.06759 (2023) - 2022
- [j11]Lidong Yang, Moqiu Zhang, Zhengxin Yang, Haojin Yang, Li Zhang:
Mobile Ultrasound Tracking and Magnetic Control for Long-Distance Endovascular Navigation of Untethered Miniature Robots against Pulsatile Flow. Adv. Intell. Syst. 4(3) (2022) - [j10]Lidong Yang, Moqiu Zhang, Zhengxin Yang, Haojin Yang, Li Zhang:
Mobile Ultrasound Tracking and Magnetic Control for Long-Distance Endovascular Navigation of Untethered Miniature Robots against Pulsatile Flow. Adv. Intell. Syst. 4(3) (2022) - [j9]Haojin Yang, Zhengxin Yang, Dongdong Jin, Lin Su, Kai-Fung Chan, Kelvin Kam Lung Chong, Chi Pui Pang, Li Zhang:
Magnetic Micro-Driller System for Nasolacrimal Duct Recanalization. IEEE Robotics Autom. Lett. 7(3): 7367-7374 (2022) - [c56]Christian Bartz, Hendrik Rätz, Jona Otholt, Christoph Meinel, Haojin Yang:
Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data. ICPR 2022: 3878-3884 - [i28]Ziyun Li, Jona Otholt, Ben Dai, Di Hu, Christoph Meinel, Haojin Yang:
A Closer Look at Novel Class Discovery from the Labeled Set. CoRR abs/2209.09120 (2022) - [i27]Ting Hu, Christoph Meinel, Haojin Yang:
Empirical Evaluation of Post-Training Quantization Methods for Language Tasks. CoRR abs/2210.16621 (2022) - [i26]Nianhui Guo, Joseph Bethge, Christoph Meinel, Haojin Yang:
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket. CoRR abs/2211.12933 (2022) - 2021
- [c55]Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel:
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN. BMVC 2021: 89 - [c54]Haojin Yang, Zhen Shen, Yucheng Zhao:
AsymmNet: Towards Ultralight Convolution Neural Networks Using Asymmetrical Bottlenecks. CVPR Workshops 2021: 2339-2348 - [c53]Ting Hu, Haojin Yang, Christoph Meinel:
Denoising AutoEncoder Based Delete and Generate Approach for Text Style Transfer. ICANN (3) 2021: 41-52 - [c52]Lidong Yang, Moqiu Zhang, Haojin Yang, Zhengxin Yang, Li Zhang:
Hybrid Magnetic Force and Torque Actuation of Miniature Helical Robots Using Mobile Coils to Accelerate Blood Clot Removal. IROS 2021: 7476-7482 - [c51]Joseph Bethge, Christian Bartz, Haojin Yang, Ying Chen, Christoph Meinel:
MeliusNet: An Improved Network Architecture for Binary Neural Networks. WACV 2021: 1438-1447 - [i25]Gonçalo Mordido, Haojin Yang, Christoph Meinel:
Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing. CoRR abs/2103.11912 (2021) - [i24]Haojin Yang, Zhen Shen, Yucheng Zhao:
AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks. CoRR abs/2104.07770 (2021) - [i23]Ziyun Li, Xinshao Wang, Haojin Yang, Di Hu, Neil Martin Robertson, David A. Clifton, Christoph Meinel:
Not All Knowledge Is Created Equal. CoRR abs/2106.01489 (2021) - [i22]Nianhui Guo, Joseph Bethge, Haojin Yang, Kai Zhong, Xuefei Ning, Christoph Meinel, Yu Wang:
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks. CoRR abs/2106.06991 (2021) - [i21]Christian Bartz, Hendrik Rätz, Haojin Yang, Joseph Bethge, Christoph Meinel:
Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data. CoRR abs/2107.06777 (2021) - 2020
- [j8]Mina Rezaei, Haojin Yang, Christoph Meinel:
Recurrent generative adversarial network for learning imbalanced medical image semantic segmentation. Multim. Tools Appl. 79(21-22): 15329-15348 (2020) - [c50]Christian Bartz, Laurenz Seidel, Duy-Hung Nguyen, Joseph Bethge, Haojin Yang, Christoph Meinel:
Synthetic Data for the Analysis of Archival Documents: Handwriting Determination. DICTA 2020: 1-8 - [c49]Jonathan Sauder, Ting Hu, Xiaoyin Che, Gonçalo Mordido, Haojin Yang, Christoph Meinel:
Best Student Forcing: A Simple Training Mechanism in Adversarial Language Generation. LREC 2020: 4680-4688 - [c48]Joseph Bethge, Christian Bartz, Haojin Yang, Christoph Meinel:
BMXNet 2: An Open Source Framework for Low-bit Networks - Reproducing, Understanding, Designing and Showcasing. ACM Multimedia 2020: 4469-4472 - [c47]Gonçalo Mordido, Haojin Yang, Christoph Meinel:
microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination. WACV 2020: 3050-3059 - [i20]Gonçalo Mordido, Haojin Yang, Christoph Meinel:
microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination. CoRR abs/2001.03376 (2020) - [i19]Joseph Bethge, Christian Bartz, Haojin Yang, Ying Chen, Christoph Meinel:
MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy? CoRR abs/2001.05936 (2020) - [i18]Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel:
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN. CoRR abs/2010.11113 (2020)
2010 – 2019
- 2019
- [b2]Haojin Yang:
Deep representation learning for multimedia data analysis. University of Potsdam, Germany, 2019 - [c46]Joseph Bethge, Haojin Yang, Marvin Bornstein, Christoph Meinel:
BinaryDenseNet: Developing an Architecture for Binary Neural Networks. ICCV Workshops 2019: 1951-1960 - [c45]Joseph Bethge, Haojin Yang, Christoph Meinel:
Training Accurate Binary Neural Networks from Scratch. ICIP 2019: 899-903 - [c44]Mina Rezaei, Haojin Yang, Christoph Meinel:
Learning imbalanced semantic segmentation through cross-domain relations of multi-agent generative adversarial networks. Medical Imaging: Computer-Aided Diagnosis 2019: 1095027 - [c43]Mina Rezaei, Haojin Yang, Konstantin Harmuth, Christoph Meinel:
Conditional Generative Adversarial Refinement Networks for Unbalanced Medical Image Semantic Segmentation. WACV 2019: 1836-1845 - [i17]Joseph Bethge, Haojin Yang, Marvin Bornstein, Christoph Meinel:
Back to Simplicity: How to Train Accurate BNNs from Scratch? CoRR abs/1906.08637 (2019) - [i16]Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel:
KISS: Keeping It Simple for Scene Text Recognition. CoRR abs/1911.08400 (2019) - 2018
- [j7]Xiaoyin Che, Haojin Yang, Christoph Meinel:
Automatic Online Lecture Highlighting Based on Multimedia Analysis. IEEE Trans. Learn. Technol. 11(1): 27-40 (2018) - [j6]Cheng Wang, Haojin Yang, Christoph Meinel:
Image Captioning with Deep Bidirectional LSTMs and Multi-Task Learning. ACM Trans. Multim. Comput. Commun. Appl. 14(2s): 40:1-40:20 (2018) - [c42]Christian Bartz, Haojin Yang, Christoph Meinel:
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition. AAAI 2018: 6674-6681 - [c41]Christian Bartz, Haojin Yang, Joseph Bethge, Christoph Meinel:
LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks. ACCV Workshops 2018: 341-356 - [c40]Mina Rezaei, Haojin Yang, Christoph Meinel:
Whole Heart and Great Vessel Segmentation with Context-aware of Generative Adversarial Networks. Bildverarbeitung für die Medizin 2018: 353-358 - [c39]Mina Rezaei, Haojin Yang, Christoph Meinel:
Generative Adversarial Framework for Learning Multiple Clinical Tasks. DICTA 2018: 1-8 - [c38]Mina Rezaei, Haojin Yang, Christoph Meinel:
Instance Tumor Segmentation using Multitask Convolutional Neural Network. IJCNN 2018: 1-8 - [c37]Mina Rezaei, Haojin Yang, Christoph Meinel:
voxel-GAN: Adversarial Framework for Learning Imbalanced Brain Tumor Segmentation. BrainLes@MICCAI (2) 2018: 321-333 - [i15]Gonçalo Mordido, Haojin Yang, Christoph Meinel:
Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators. CoRR abs/1807.11346 (2018) - [i14]Joseph Bethge, Haojin Yang, Christian Bartz, Christoph Meinel:
Learning to Train a Binary Neural Network. CoRR abs/1809.10463 (2018) - [i13]Mina Rezaei, Haojin Yang, Christoph Meinel:
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation. CoRR abs/1810.03871 (2018) - [i12]Christian Bartz, Haojin Yang, Joseph Bethge, Christoph Meinel:
LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks. CoRR abs/1811.05773 (2018) - [i11]Mina Rezaei, Haojin Yang, Christoph Meinel:
Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data. CoRR abs/1811.10419 (2018) - [i10]Joseph Bethge, Marvin Bornstein, Adrian Loy, Haojin Yang, Christoph Meinel:
Training Competitive Binary Neural Networks from Scratch. CoRR abs/1812.01965 (2018) - 2017
- [c36]Xiaoyin Che, Sheng Luo, Haojin Yang, Christoph Meinel:
Automatic Lecture Subtitle Generation and How It Helps. ICALT 2017: 34-38 - [c35]Mina Rezaei, Haojin Yang, Christoph Meinel:
Deep Neural Network with l2-Norm Unit for Brain Lesions Detection. ICONIP (4) 2017: 798-807 - [c34]Christian Bartz, Tom Herold, Haojin Yang, Christoph Meinel:
Language Identification Using Deep Convolutional Recurrent Neural Networks. ICONIP (6) 2017: 880-889 - [c33]Mina Rezaei, Konstantin Harmuth, Willi Gierke, Thomas Kellermeier, Martin Fischer, Haojin Yang, Christoph Meinel:
A Conditional Adversarial Network for Semantic Segmentation of Brain Tumor. BrainLes@MICCAI 2017: 241-252 - [c32]Haojin Yang, Martin Fritzsche, Christian Bartz, Christoph Meinel:
BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet. ACM Multimedia 2017: 1209-1212 - [c31]Xiaoyin Che, Nico Ring, Willi Raschkowski, Haojin Yang, Christoph Meinel:
Traversal-Free Word Vector Evaluation in Analogy Space. RepEval@EMNLP 2017: 11-15 - [i9]Haojin Yang, Martin Fritzsche, Christian Bartz, Christoph Meinel:
BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet. CoRR abs/1705.09864 (2017) - [i8]Christian Bartz, Haojin Yang, Christoph Meinel:
STN-OCR: A single Neural Network for Text Detection and Text Recognition. CoRR abs/1707.08831 (2017) - [i7]Christian Bartz, Tom Herold, Haojin Yang, Christoph Meinel:
Language Identification Using Deep Convolutional Recurrent Neural Networks. CoRR abs/1708.04811 (2017) - [i6]Mina Rezaei, Haojin Yang, Christoph Meinel:
Brain Abnormality Detection by Deep Convolutional Neural Network. CoRR abs/1708.05206 (2017) - [i5]Mina Rezaei, Haojin Yang, Christoph Meinel:
Deep Neural Network with l2-norm Unit for Brain Lesions Detection. CoRR abs/1708.05221 (2017) - [i4]Mina Rezaei, Konstantin Harmuth, Willi Gierke, Thomas Kellermeier, Martin Fischer, Haojin Yang, Christoph Meinel:
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor. CoRR abs/1708.05227 (2017) - [i3]Mina Rezaei, Haojin Yang, Christoph Meinel:
Deep Learning for Medical Image Analysis. CoRR abs/1708.08987 (2017) - [i2]Christian Bartz, Haojin Yang, Christoph Meinel:
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition. CoRR abs/1712.05404 (2017) - 2016
- [j5]Cheng Wang, Haojin Yang, Christoph Meinel:
A deep semantic framework for multimodal representation learning. Multim. Tools Appl. 75(15): 9255-9276 (2016) - [c30]Xiaoyin Che, Sheng Luo, Haojin Yang, Christoph Meinel:
Sentence-Level Automatic Lecture Highlighting Based on Acoustic Analysis. CIT 2016: 328-334 - [c29]Xiaoyin Che, Thomas Staubitz, Haojin Yang, Christoph Meinel:
Pre-Course Key Segment Analysis of Online Lecture Videos. ICALT 2016: 416-420 - [c28]Sheng Luo, Haojin Yang, Cheng Wang, Xiaoyin Che, Christoph Meinel:
Action Recognition in Surveillance Video Using ConvNets and Motion History Image. ICANN (2) 2016: 187-195 - [c27]Sheng Luo, Haojin Yang, Cheng Wang, Xiaoyin Che, Christoph Meinel:
Real-Time Action Recognition in Surveillance Videos Using ConvNets. ICONIP (3) 2016: 529-537 - [c26]Cheng Wang, Haojin Yang, Christoph Meinel:
Exploring multimodal video representation for action recognition. IJCNN 2016: 1924-1931 - [c25]Xiaoyin Che, Sheng Luo, Haojin Yang, Christoph Meinel:
Sentence Boundary Detection Based on Parallel Lexical and Acoustic Models. INTERSPEECH 2016: 2528-2532 - [c24]Hannes Rantzsch, Haojin Yang, Christoph Meinel:
Signature Embedding: Writer Independent Offline Signature Verification with Deep Metric Learning. ISVC (2) 2016: 616-625 - [c23]Xiaoyin Che, Cheng Wang, Haojin Yang, Christoph Meinel:
Punctuation Prediction for Unsegmented Transcript Based on Word Vector. LREC 2016 - [c22]Haojin Yang, Cheng Wang, Christian Bartz, Christoph Meinel:
SceneTextReg: A Real-Time Video OCR System. ACM Multimedia 2016: 698-700 - [c21]Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel:
Image Captioning with Deep Bidirectional LSTMs. ACM Multimedia 2016: 988-997 - [i1]Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel:
Image Captioning with Deep Bidirectional LSTMs. CoRR abs/1604.00790 (2016) - 2015
- [c20]Sheng Luo, Haojin Yang, Christoph Meinel:
Reward-based Intermittent Reinforcement in Gamification for E-learning. CSEDU (1) 2015: 177-184 - [c19]Cheng Wang, Haojin Yang, Christoph Meinel:
Does Multilevel Semantic Representation Improve Text Categorization? DEXA (1) 2015: 319-333 - [c18]Cheng Wang, Haojin Yang, Christoph Meinel:
Visual-Textual Late Semantic Fusion Using Deep Neural Network for Document Categorization. ICONIP (1) 2015: 662-670 - [c17]Cheng Wang, Haojin Yang, Christoph Meinel:
Deep Semantic Mapping for Cross-Modal Retrieval. ICTAI 2015: 234-241 - [c16]Xiaoyin Che, Haojin Yang, Christoph Meinel:
Adaptive E-Lecture Video Outline Extraction Based on Slides Analysis. ICWL 2015: 59-68 - [c15]Haojin Yang, Cheng Wang, Xiaoyin Che, Sheng Luo, Christoph Meinel:
An Improved System For Real-Time Scene Text Recognition. ICMR 2015: 657-660 - [c14]Cheng Wang, Haojin Yang, Xiaoyin Che, Christoph Meinel:
Concept-Based Multimodal Learning for Topic Generation. MMM (1) 2015: 385-395 - [c13]Xiaoyin Che, Haojin Yang, Christoph Meinel:
Table Detection from Slide Images. PSIVT 2015: 762-774 - 2014
- [j4]Xiaoyin Che, Haojin Yang, Christoph Meinel:
The Automated Generation and Further Application of Tree-Structure Outline for Lecture Videos with Synchronized Slides. Int. J. Technol. Educ. Mark. 4(1): 34-50 (2014) - [j3]Haojin Yang, Bernhard Quehl, Harald Sack:
A framework for improved video text detection and recognition. Multim. Tools Appl. 69(1): 217-245 (2014) - [j2]Haojin Yang, Christoph Meinel:
Content Based Lecture Video Retrieval Using Speech and Video Text Information. IEEE Trans. Learn. Technol. 7(2): 142-154 (2014) - [c12]Bernhard Quehl, Haojin Yang, Harald Sack:
Improving text recognition by distinguishing scene and overlay text. ICMV 2014: 944509 - 2013
- [b1]Haojin Yang:
Automatic video indexing and retrieval using video OCR technology. University of Potsdam, 2013, pp. 1-182 - [c11]Haojin Yang, Franka Grünewald, Matthias Bauer, Christoph Meinel:
Lecture Video Browsing Using Multimodal Information Resources. ICWL 2013: 204-213 - [c10]Franka Grünewald, Haojin Yang, Christoph Meinel:
Evaluating the Digital Manuscript Functionality - User Testing for Lecture Video Annotation Features. ICWL 2013: 214-223 - [c9]Xiaoyin Che, Haojin Yang, Christoph Meinel:
Lecture video segmentation by automatically analyzing the synchronized slides. ACM Multimedia 2013: 345-348 - [c8]Franka Grünewald, Haojin Yang, Elnaz Mazandarani, Matthias Bauer, Christoph Meinel:
Next Generation Tele-Teaching: Latest Recording Technology, User Engagement and Automatic Metadata Retrieval. SouthCHI 2013: 391-408 - 2012
- [c7]Haojin Yang, Franka Gruenewald, Christoph Meinel:
Automated Extraction of Lecture Outlines from Lecture Videos - A Hybrid Solution for Lecture Video Indexing. CSEDU (1) 2012: 13-22 - [c6]Haojin Yang, Christoph Oehlke, Christoph Meinel:
An Automated Analysis and Indexing Framework for Lecture Video Portal. ICWL 2012: 285-294 - [c5]Christian Hentschel, Johannes Hercher, Magnus Knuth, Johannes Osterhoff, Bernhard Quehl, Harald Sack, Nadine Steinmetz, Jörg Waitelonis, Haojin Yang:
Open Up Cultural Heritage in Video Archives with Mediaglobe. IICS 2012: 190-201 - [c4]Haojin Yang, Bernhard Quehl, Harald Sack:
A skeleton based binarization approach for video text recognition. WIAMIS 2012: 1-4 - 2011
- [j1]Haojin Yang, Harald Sack, Christoph Meinel:
Lecture Video Indexing and Analysis Using Video OCR Technology. J. Multim. Process. Technol. 2(4): 176-196 (2011) - [c3]Haojin Yang, Christoph Oehlke, Christoph Meinel:
German Speech Recognition: A Solution for the Analysis and Processing of Lecture Recordings. ACIS-ICIS 2011: 201-206 - [c2]Haojin Yang, Maria Siebert, Patrick Lühne, Harald Sack, Christoph Meinel:
Automatic Lecture Video Indexing Using Video OCR Technology. ISM 2011: 111-116 - [c1]Haojin Yang, Maria Siebert, Patrick Lühne, Harald Sack, Christoph Meinel:
Lecture Video Indexing and Analysis Using Video OCR Technology. SITIS 2011: 54-61
Coauthor Index
[c62] [i33] [i32] [c61] [c60] [c58] [c57] [i31] [i30] [i29] [c56] [i28] [i27] [i26] [c55] [c53] [c51] [i25] [i23] [i22] [i21] [j8] [c50] [c49] [c48] [c47] [i20] [i19] [i18] [c46] [c45] [c44] [c43] [i17] [i16] [j7] [j6] [c42] [c41] [c40] [c39] [c38] [c37] [i15] [i14] [i13] [i12] [i11] [i10] [c36] [c35] [c34] [c33] [c32] [c31] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [j5] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [i1] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [j4] [j2] [c11] [c10] [c9] [c8] [c7] [c6] [j1] [c3] [c2] [c1]
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