Product Quantization for Nearest Neighbor Search

Jégou, H, Douze, M, Schmid, C·2011·IEEE Transactions on Pattern Analysis and Machine Intelligence

Cited by (1,006)

Items 601–700 of 1,006

  1. Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation
    Xiaomeng Li, Lequan Yu, Hao Chen · 2019 · arXiv (Cornell University)
  2. Contemporary Advances in Neural Network Quantization: A Survey
    Min Li, Zihao Huang, Lin Chen, Junxing Ren, Miao Jiang, Fengfa Li, Jitao Fu, Chenghua Gao · 2024 · International Joint Conference on Neural Networks (IJCNN)
  3. Application of large language models to intelligently analyze long construction contract texts
    Ying Gao, Yihong Gan, Yuting Chen, Yongqiang Chen · 2024 · Construction Management and Economics
  4. Sound-event recognition with a companion humanoid
    Maxime Janvier, Xavier Alameda-Pineda, Laurent Girin · 2012 · IEEE-RAS International Conference on Humanoid Robots (Humanoids)
  5. Improved Hamming Distance Search Using Variable Length Hashing
    Eng-Jon Ong, Miroslaw Z. Bober · 2016 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  6. Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
    Jae‐Pil Heo, Zhe Lin, Sung‐Eui Yoon · 2018 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  7. Deep Spherical Quantization for Image Search
    Sepehr Eghbali, Ladan Tahvildari · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  8. Fast Distance-Based Anomaly Detection in Images Using an Inception-Like Autoencoder
    Natasa Sarafijanovic-Djukic, Jesse Davis · 2019 · Lecture notes in computer science
  9. Locality-Sensitive Hashing Scheme based on Longest Circular Co-Substring
    Yifan Lei, Qiang Huang, Mohan Kankanhalli, Anthony K. H. Tung · 2020 · ACM SIGMOD International Conference on Management of Data (SIGMOD)
  10. Feature Estimations Based Correlation Distillation for Incremental Image Retrieval
    Wei Chen, Yu Liu, Nan Pu, Weiping Wang, Li Liu, Michael S. Lew · 2021 · IEEE Transactions on Multimedia
  11. Asymmetric metric learning for knowledge transfer
    Mateusz Budnik, Yannis Avrithis · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  12. Adversarial Examples Generation for Deep Product Quantization Networks on Image Retrieval
    Bin Chen, Yan Feng, Tao Dai, Jiawang Bai, Yong Jiang, Shu‐Tao Xia, Xuan Wang · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  13. Neighborhood-Adaptive Structure Augmented Metric Learning
    Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
  14. Uni-Retriever: Towards Learning the Unified Embedding Based Retriever in Bing Sponsored Search
    Jianjin Zhang, Zheng Liu, Weihao Han, Shitao Xiao, Ruicheng Zheng, Yingxia Shao, Hao Sun, Hanqing Zhu, Premkumar Srinivasan, Weiwei Deng et al. · 2022 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  15. Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval
    Lianli Gao, Xiaosu Zhu, Jingkuan Song · 2019 · International Joint Conference on Artificial Intelligence
  16. Optimized residual vector quantization for efficient approximate nearest neighbor search
    Liefu Ai, Junqing Yu, Zebin Wu, Yunfeng He, Tao Guan · 2015 · Multimedia Systems
  17. Learning to Hash for Indexing Big Data - A Survey
    Jun Wang, Wei Liu, Sanjiv Kumar · 2015 · arXiv (Cornell University)
  18. SIFT Meets CNN: A Decade Survey of Instance Retrieval
    Liang Zheng, Yi Ping Yang, Qi Tian · 2016 · arXiv (Cornell University)
  19. LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
    Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang · 2023 · ACM Annual International Conference on Mobile Computing and Networking (MobiCom)
  20. LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
    Yuhao Deng, Chengliang Chai, Lei Cao, Yuan Qin, Siyuan Chen, Yanrui Yu, Zhaoze Sun, Junyi Wang, Jiajun Li, Ziqi Cao et al. · 2024 · Proceedings of the VLDB Endowment
  21. Recent Advances of Continual Learning in Computer Vision: An Overview
    Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan M. Williams, Jun Liu · 2025 · IET Computer Vision
  22. Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
    Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong · 2025 · Proceedings of the ACM on Management of Data
  23. MSIDX: Multi-Sort Indexing for Efficient Content-Based Image Search and Retrieval
    Eleftherios Tiakas, Dimitrios Rafailidis, Anastasios Dimou, Petros Daras · 2013 · IEEE Transactions on Multimedia
  24. Learning predictable binary codes for face indexing
    Ran He, Yinghao Cai, Tieniu Tan · 2015 · Pattern Recognition
  25. Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second
    Shoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann · 2015 · International Conference on Multimedia Retrieval
  26. Compact Image Fingerprint Via Multiple Kernel Hashing
    Fuhao Zou, Yunpeng Chen, Jingkuan Song, Ke Zhou, Yang Yang, Nicu Sebe · 2015 · IEEE Transactions on Multimedia
  27. Unified Simultaneous Clustering and Feature Selection for Unlabeled and Labeled Data
    Dongyoon Han, Junmo Kim · 2018 · IEEE Transactions on Neural Networks and Learning Systems
  28. Efficient Initial Pose-graph Generation for Global SfM
    Dániel Baráth, Dmytro Mishkin, Iván Eichhardt, Ilia Shipachev, Jiřı́ Matas · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  29. Contrastive Bayesian Analysis for Deep Metric Learning
    Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir M. Mladenovic, Zhihai He · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  30. “Hands On” Visual Recognition for Visually Impaired Users
    Joan Sosa-García, Francesca Odone · 2017 · ACM Transactions on Accessible Computing
  31. Composite Quantization
    Jingdong Wang, Ting Zhang · 2018 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  32. Exploiting descriptor distances for precise image search
    Hervé Jeǵou, Matthijs Douze, Cordelia Schmid · 2011 · HAL
  33. A Discriminative CNN Video Representation for Event Detection
    Zhongwen Xu, Yi Ping Yang, Alexander G. Hauptmann · 2014 · arXiv (Cornell University)
  34. Wide area localization and tracking on camera phones for mobile augmented reality systems
    Benchang Wei, Tao Guan, Liya Duan, Junqing Yu, Tan Mao · 2014 · Multimedia Systems
  35. GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction
    Yuanhang Yu, Wen Dong, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin · 2022 · IEEE International Conference on Data Engineering (ICDE)
  36. HQANN: Efficient and Robust Similarity Search for Hybrid Queries with Structured and Unstructured Constraints
    Wei Wu, Junlin He, Yu Qiao, Guoheng Fu, Li Liu, Jin Yu · 2022 · ACM International Conference on Information and Knowledge Management (CIKM)
  37. Weakly supervised sparse coding with geometric consistency pooling
    Liujuan Cao, Rongrong Ji, Yue Gao, Yi Yang, Qi Tian · 2012 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  38. Learning to Index for Nearest Neighbor Search
    Chih‐Yi Chiu, Amorntip Prayoonwong, Yin-Chih Liao · 2019 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  39. Fast Nearest Neighbor Machine Translation
    Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Qing Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li · 2022 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
  40. Vector Semantic Representations as Descriptors for Visual Place Recognition
    Peer Neubert, Stefan Schubert, Kenny Schlegel, Peter Protzel · 2021 · Robotics: Science and Systems
  41. Weighted Gaussian Loss based Hamming Hashing
    Rong-Cheng Tu, Xian-Ling Mao, Cihang Kong · 2021 · ACM International Conference on Multimedia (ACM MM)
  42. Multimodal medical image retrieval system
    Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski · 2016 · Multimedia Tools and Applications
  43. Application Codesign of Near-Data Processing for Similarity Search
    Vincent T. Lee, Amrita Mazumdar, Carlo C. Del Mundo, Armin Alaghi, Luís Ceze, Mark Oskin · 2018 · IEEE International Parallel and Distributed Processing Symposium (IPDPS)
  44. Interactive Learning for Multimedia at Large
    Omar Shahbaz Khan, Björn Þór Jónsson, Stevan Rudinac, Jan Zahálka, Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Gylfi Þór Guðmundsson, Laurent Amsaleg, Marcel Worring · 2020 · Lecture notes in computer science
  45. Compressing Word Embeddings via Deep Compositional Code Learning
    Raphael Shu, Hideki Nakayama · 2017 · arXiv (Cornell University)
  46. Indexing of the CNN features for the large scale image search
    Ruoyu Liu, Shikui Wei, Yao Zhao, Yi Yang · 2018 · Multimedia Tools and Applications
  47. A Memory Efficient Baseline for Open Domain Question Answering
    Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Sebastian Riedel, Édouard Grave · 2020 · arXiv (Cornell University)
  48. Vector Databases and Vector Embeddings-Review
    Sanjay Kukreja, Tarun Kumar, Vishal Bharate, Amit Purohit, Abhijit Dasgupta, Debashis Guha · 2023 · International Workshop on Artificial Intelligence and Image Processing (IWAIIP)
  49. Vexless: A Serverless Vector Data Management System Using Cloud Functions
    Yongye Su, Yinqi Sun, Minjia Zhang, Jianguo Wang · 2024 · Proceedings of the ACM on Management of Data
  50. Are There Fundamental Limitations in Supporting Vector Data Management in Relational Databases? A Case Study of PostgreSQL
    Yunan Zhang, Shige Liu, Jianguo Wang · 2024 · IEEE International Conference on Data Engineering (ICDE)
  51. Tailoring customer segmentation strategies for luxury brands in the NFT market – The case of SUPERGUCCI
    Qiuying Chen, Beomjin Choi, Sang-Joon Lee · 2024 · Journal of Retailing and Consumer Services
  52. Near-Duplicate Image Retrieval Based on Contextual Descriptor
    Jinliang Yao, Bing Yang, Qiuming Zhu · 2014 · IEEE Signal Processing Letters
  53. Compact Representation of High-Dimensional Feature Vectors for Large-Scale Image Recognition and Retrieval
    Yu Zhang, Jianxin Wu, Jianfei Cai · 2016 · IEEE Transactions on Image Processing
  54. Predictive Distributed Visual Analysis for Video in Wireless Sensor Networks
    Emil Eriksson, György Dán, Viktória Fodor · 2015 · IEEE Transactions on Mobile Computing
  55. Interferences in Match Kernels
    Naila Murray, Hervé Jeǵou, Florent Perronnin, Andrew Zisserman · 2016 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  56. Instance search retrospective with focus on TRECVID
    George Awad, Wessel Kraaij, Paul Lauterbur Over, Shin’ichi Satoh · 2017 · International Journal of Multimedia Information Retrieval
  57. Accelerated Nearest Neighbor Search with Quick ADC
    Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec · 2017 · ACM International Conference on Multimedia Retrieval (ICMR)
  58. Large-scale person re-identification as retrieval
    Hantao Yao, Shiliang Steven Zhang, Dongming Zhang · 2017 · IEEE International Conference on Multimedia and Expo (ICME)
  59. BoSR: A CNN-based aurora image retrieval method
    Xi Yang, Nannan Wang, Bin Song, Xinbo Gao · 2019 · Neural Networks
  60. Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search
    Yiqiu Wang, Anshumali Shrivastava, Jonathan Wang, Junghee Ryu · 2018 · ACM SIGMOD International Conference on Management of Data (SIGMOD)
  61. Convolutional Embedding for Edit Distance
    Xinyan Dai, Xiao Yan, Kaiwen Zhou · 2020 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
  62. Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes
    Antonio‐Javier Gallego, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan · 2020 · IEEE Access
  63. Phrase Retrieval Learns Passage Retrieval, Too
    Jinhyuk Lee, Alexander Wettig, Danqi Chen · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
  64. Adaptive multi-feature fusion via cross-entropy normalization for effective image retrieval
    Wentao Ma, Tongqing Zhou, Jiaohua Qin, Xuyu Xiang, Yun Tan, Zhiping Cai · 2022 · Information Processing & Management
  65. Descriptor Learning for Omnidirectional Image Matching
    Jonathan Masci, Davide Migliore, Michael M. Bronstein, Jürgen Schmidhuber · 2013 · Studies in computational intelligence
  66. Efficient Similarity Joins on Massive High-Dimensional Datasets Using MapReduce
    Wuman Luo, Haoyu Tan, Huajian Mao · 2012 · Proceedings/IEEE International Conference on Mobile Data Management
  67. Discrete Image Hashing Using Large Weakly Annotated Photo Collections
    Hanwang Zhang, Na Zhao, Xindi Shang · 2016 · Proceedings of the AAAI Conference on Artificial Intelligence
  68. Supervised learning based discrete hashing for image retrieval
    Qing Ma, Cong Bai, Jinglin Zhang, Zhi Liu, Shengyong Chen · 2019 · Pattern Recognition
  69. Unsupervised semantic deep hashing
    Sheng Jin, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou · 2019 · Neurocomputing
  70. Multilayer bootstrap networks
    Xiao-Lei Zhang · 2018 · Neural Networks
  71. Discovering Image Manipulation History by Pairwise Relation and Forensics Tools
    Xu Zhang, Zhaohui H. Sun, Svebor Karaman, Shih‐Fu Chang · 2020 · IEEE Journal of Selected Topics in Signal Processing
  72. Medical image retrieval via nearest neighbor search on pre-trained image features
    Deepak Kumar Gupta, Russell F. Loane, Soumya Gayen, Dina Demner‐Fushman · 2023 · Knowledge-Based Systems
  73. Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search
    Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng · 2024 · Proceedings of the ACM on Management of Data
  74. Spline Regression Hashing for Fast Image Search
    Yang Liu, Fei Wu, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann · 2012 · IEEE Transactions on Image Processing
  75. A General Framework for Linear Distance Preserving Hashing
    Min Wang, Wengang Zhou, Qi Tian, Houqiang Li · 2017 · IEEE Transactions on Image Processing
  76. Deep Asymmetric Metric Learning via Rich Relationship Mining
    Xinyi Xu, Yanhua Yang, Cheng Dan Deng · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  77. Product Quantization Network for Fast Visual Search
    Tan Yu, Jingjing Meng, Fang Chen · 2020 · International Journal of Computer Vision
  78. AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation Approach
    Sybrandt, Justin, Tyagin, Ilya, Shtutman, Michael, Safro, Ilya · 2020 · Proceedings of the 29th ACM International Conference on Information & Knowledge Management
  79. Towards Explainable Interactive Multi-modal Video Retrieval with Vitrivr
    Silvan Heller, Ralph Gasser, Cristina Illi · 2021 · Lecture notes in computer science
  80. Routeview: an intelligent route planning system for ships sailing through Arctic ice zones based on big Earth data
    Adan Wu, Tao Che, Xin Li · 2022 · International Journal of Digital Earth
  81. Region-Based Image Retrieval Revisited
    Ryota Hinami, Yusuke Matsui, Shin’ichi Satoh · 2017 · ACM International Conference on Multimedia (ACM MM)
  82. Blackthorn: Large-Scale Interactive Multimodal Learning
    Jan Zahálka, Stevan Rudinac, Björn Þór Jónsson, D.C. Koelma, Marcel Worring · 2017 · IEEE Transactions on Multimedia
  83. Unsupervised Neural Quantization for Compressed-Domain Similarity Search
    Stanislav Morozov, Artem Babenko · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
  84. Adversarial Multi-Label Variational Hashing
    Jiwen Lu, Venice Erin Liong, Yap‐Peng Tan · 2020 · IEEE Transactions on Image Processing
  85. Hashing with binary autoencoders
    Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei · 2015 · arXiv (Cornell University)
  86. Generating Long Semantic IDs in Parallel for Recommendation
    Yupeng Hou, Jiacheng Li, Ashley Shin, Jinsung Jeon, Abhishek Santhanam, Wei Ping Shao, Kaveh Hassani, Ning Yao, Julian McAuley · 2025 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  87. The Yael Library
    Matthijs Douze, Hervé Jeǵou · 2014 · ACM International Conference on Multimedia (ACM MM)
  88. Product Sparse Coding
    Tiezheng Ge, Kaiming He, Jian Zhong Sun · 2014 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  89. Robust fisher codes for large scale image retrieval
    Jie Lin, Ling‐Yu Duan, Tiejun Huang · 2013 · IEEE International Conference on Acoustics Speech and Signal Processing
  90. Fast Neighborhood Graph Search Using Cartesian Concatenation
    Jing Wang, Jingdong Wang, Gang Zeng · 2013 · IEEE International Conference on Computer Vision (ICCV)
  91. Large-scale image retrieval with Sparse Embedded Hashing
    Guiguang Ding, Jile Zhou, Yuchen Guo, Zijia Lin, Sicheng Zhao, Jungong Han · 2017 · Neurocomputing
  92. Fried Binary Embedding for High-Dimensional Visual Features
    Weixiang Hong, Junsong Yuan, Sreyasee Das Bhattacharjee · 2017 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  93. Large-Scale Image Retrieval with Elasticsearch
    Giuseppe M. Amato, Paolo Bolettieri, Fabio Carrara · 2018
  94. Double-Bit Quantization and Index Hashing for Nearest Neighbor Search
    Hongtao Xie, Zhendong Mao, Yongdong Zhang, Han Deng, Chenggang Clarence Yan, Zhineng Chen · 2019 · IEEE Transactions on Multimedia
  95. EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search
    Wanqi Liu, Hanchen Wang, Ying Zhang, Wei Wang, Lu Qin, Xuemin Lin · 2020 · The VLDB Journal
  96. Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks
    Julieta Martínez, Jashan Shewakramani, Ting Wei Liu, Ioan Andrei Bârsan, Wenyuan Zeng, Raquel Urtasun · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  97. Cosine metric supervised deep hashing with balanced similarity
    Wenjin Hu, Lifang Wu, Meng Jian, Yukun Chen, Hui Ling Yu · 2021 · Neurocomputing
  98. xLightFM: Extremely Memory-Efficient Factorization Machine
    Gangwei Jiang, Hao Wang, Jin Chen, Haoyu Wang, Defu Lian, Enhong Chen · 2021 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
  99. Embedding Compression in Recommender Systems: A Survey
    Shiwei Li, Huifeng Guo, Xing Jia Tang, Ruiming Tang, Lu Hou, Ruixuan Li, Rui Zhang · 2023 · ACM Computing Surveys
  100. Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors
    Filip Radenović, Hervé Jeǵou, Ondřej Chum · 2015 · International Conference on Multimedia Retrieval