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 801–900 of 1,006

  1. Supervised framework for automatic recognition and retrieval of interaction: a framework for classification and retrieving videos with similar human interactions
    Chiranjoy Chattopadhyay, Sukhendu Das · 2015 · IET Computer Vision
  2. Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization
    Jun Liu, Shaoting Zhang, Wei Liu, Cheng Dan Deng, Yuanjie Zheng, Dimitris Metaxas · 2016 · IEEE Transactions on Circuits and Systems for Video Technology
  3. Deep Supervised Quantization by Self-Organizing Map
    Min Wang, Wengang Zhou, Qi Tian · 2017 · ACM International Conference on Multimedia (ACM MM)
  4. PQBF
    Yingfan Liu, Hong Cheng, Jiangtao Cui · 2017
  5. Learning Deep Unsupervised Binary Codes for Image Retrieval
    Junjie Chen, William K. Cheung, Anran Wang · 2018 · International Joint Conference on Artificial Intelligence
  6. Scalable Approximate FRNN-OWA Classification
    Oliver Urs Lenz, Daniel Peralta, Chris Cornelis A · 2019 · IEEE Transactions on Fuzzy Systems
  7. Improving Deep Metric Learning by Divide and Conquer
    Artsiom Sanakoyeu, Pingchuan Ma, Vadim Tschernezki, Björn Ommer · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  8. REMIND Your Neural Network to Prevent Catastrophic Forgetting
    Hayes, Tyler L., Kafle, Kushal, Shrestha, Robik, Acharya, Manoj, Kanan, Christopher · 2019 · arXiv
  9. Alleviating Over-Fitting in Hashing-Based Fine-Grained Image Retrieval: From Causal Feature Learning to Binary-Injected Hash Learning
    Xinguang Xiang, Xinhao Ding, Lu Jin, Zechao Li, Jinhui Tang, Ramesh Jain · 2024 · IEEE Transactions on Multimedia
  10. Towards Mobile Document Image Retrieval for Digital Library
    Ling‐Yu Duan, Rongrong Ji, Zhang Chen · 2014 · IEEE Transactions on Multimedia
  11. On-Device Mobile Visual Location Recognition by Using Panoramic Images and Compressed Sensing Based Visual Descriptors
    Tao Guan, Yin Fan, Liya Duan, Junqing Yu · 2014 · PLoS ONE
  12. Efficient Large-Scale Similarity Search Using Matrix Factorization
    Ahmet İşcen, Michael Rabbat, Teddy Furon · 2016 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  13. VRFP: On-the-Fly Video Retrieval Using Web Images and Fast Fisher Vector Products
    Xintong Han, Bharat Singh, Vlad I. Morariu, Larry Steven Davis · 2017 · IEEE Transactions on Multimedia
  14. Accelerated Approximate Nearest Neighbors Search Through Hierarchical Product Quantization
    Ameer Abdelhadi, Christos-Savvas Bouganis, George Anthony Constantinides · 2019 · International Conference on Field-Programmable Technology (FPT)
  15. Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping
    Xinyi Xu, Zhengyang Wang, Cheng Dan Deng · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  16. Panorama-to-model registration through integration of image retrieval and semantic reprojection
    Yujie Wei, Burcu Akinci · 2022 · Automation in Construction
  17. Accelerating kNN search in high dimensional datasets on FPGA by reducing external memory access
    Xiaojia Song, Tao Xie, Stephen Fischer · 2022 · Future Generation Computer Systems
  18. Neural network embeddings based similarity search method for atomistic systems
    Yilin Yang, Mingjie Liu, John R. Kitchin · 2022 · Digital Discovery
  19. BLISS: A Billion scale Index using Iterative Re-partitioning
    Gaurav Gupta, Tharun Medini, Anshumali Shrivastava, Alexander Johannes Smola · 2022 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  20. DAS: Densely-Anchored Sampling for Deep Metric Learning
    Lizhao Liu, Shangxin Huang, Zhuangwei Zhuang, Ran Yang, Mingkui Tan, Yaowei Wang · 2022 · Lecture notes in computer science
  21. NVTC: Nonlinear Vector Transform Coding
    Runsen Feng, Zongyu Guo, Weiping Li · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  22. AIR-Net: Acupoint image registration network for automatic acupoint recognition and localization
    Yalan Li, Yongsheng Teng, Yuqi Huang, Lingfeng Huang, Shilong Yang, Jing Liu, Hao Zou, Yaoqin Xie · 2024 · Displays
  23. SACReg: Scene-Agnostic Coordinate Regression for Visual Localization
    Jérôme Revaud, Yohann Cabon, Romain Brégier · 2024 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  24. A K-Means-Based Multi-Prototype High-Speed Learning System with FPGA-Implemented Coprocessor for 1-NN Searching
    Fengwei An, Tetsushi Koide, Hans Jürgen Mattausch · 2012 · IEICE Transactions on Information and Systems
  25. A Prior-Free Weighting Scheme for Binary Code Ranking
    Yongdong Zhang, Lei Zhang, Qi Tian · 2014 · IEEE Transactions on Multimedia
  26. BIG-OH: BInarization of gradient orientation histograms
    Junaid Baber, Matthew N. Dailey, Shin’ichi Satoh, Nitin Afzulpurkar, Maheen Bakhtyar · 2014 · Image and Vision Computing
  27. Large-scale image retrieval using transductive support vector machines
    Hakan Çevıkalp, Merve Elmas, Savaş Özkan · 2017 · Computer Vision and Image Understanding
  28. Fast Cosine Similarity Search in Binary Space with Angular Multi-Index Hashing
    Sepehr Eghbali, Ladan Tahvildari · 2018 · IEEE Transactions on Knowledge and Data Engineering
  29. Structured Binary Neural Networks for Image Recognition
    Bohan Zhuang, Chunhua Shen, Mingkui Tan, Peng Chen, Lingqiao Liu, Ian D. Reid · 2022 · International Journal of Computer Vision
  30. Learning Product Codebooks Using Vector-Quantized Autoencoders for Image Retrieval
    Hanwei Wu, Markus Flierl · 2019 · IEEE Global Conference on Signal and Information Processing
  31. Online Residual Quantization Via Streaming Data Correlation Preserving
    Pandeng Li, Hongtao Xie, Shaobo Min · 2021 · IEEE Transactions on Multimedia
  32. Rethinking preventing class-collapsing in metric learning with margin-based losses
    Elad Levi, Tete Xiao, Xiaolong Wang, Trevor Darrell · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
  33. Fast k-Nearest Neighbour Search via Prioritized DCI
    Li, Ke, Jitendra Malik · 2017 · arXiv (Cornell University)
  34. scmap - A tool for unsupervised projection of single cell RNA-seq data
    V. Kiselev, A. Yiu, M. Hemberg · 2017 · bioRxiv
  35. Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels
    Anthony Bourrier, Florent Perronnin, Rémi Gribonval, Patrick Pérez, Hervé Jeǵou · 2015 · Journal of Mathematical Imaging and Vision
  36. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
    Meng Chen, Kai Zhang, Zhenying He, Yinan Jing, X. Sean Wang · 2024 · Proceedings of the VLDB Endowment
  37. Effective naive Bayes nearest neighbor based image classification on GPU
    Lei Zhu, Hai Jin, Ran Zheng, Xiaowen Feng · 2013 · The Journal of Supercomputing
  38. Approximate Search with Quantized Sparse Representations
    Himalaya Jain, Patrick Pérez, Rémi Gribonval · 2016 · Lecture notes in computer science
  39. Local residual similarity for image re-ranking
    Shaoyan Sun, Ying Li, Wengang Zhou · 2017 · Information Sciences
  40. Robust Zero Watermarking Algorithm for Encrypted Medical Images Based on DWT-Gabor
    Xiliang Xiao, Jingbing Li, Dan Yi · 2021 · Smart innovation, systems and technologies
  41. An Efficient Model-Compressed EEGNet Accelerator for Generalized Brain-Computer Interfaces With Near Sensor Intelligence
    Lichen Feng, Hongwei Shan, Yueqi Zhang · 2022 · IEEE Transactions on Biomedical Circuits and Systems
  42. ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees
    Karima Echihabi, Theophanis Tsandilas, Anna Gogolou, Anastasia Bezerianos, Themis Palpanas · 2022 · The VLDB Journal
  43. CTA: Hardware-Software Co-design for Compressed Token Attention Mechanism
    Haoran Wang, Haobo Xu, Ying Wang, Yinhe Han · 2023 · IEEE International Symposium on High-Performance Computer Architecture (HPCA)
  44. Residual Vector Product Quantization for approximate nearest neighbor search
    Lushuai Niu, Zhi Jie Xu, Longyang Zhao, Daojing He, Jianqiu Ji, Xiaoli Yuan, Mi-An Xue · 2023 · Expert Systems with Applications
  45. A framework for fast and secure packaging identification on mobile phones
    Maurits Diephuis, Slava Voloshynovskiy, Taras Holotyak · 2014 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
  46. Fast Template Evaluation with Vector Quantization
    Mohammad Amin Sadeghi, David Alexander Forsyth · 2013
  47. Action Recognition From Weak Alignment of Body Parts
    Minh Hoai, Ľubor Ladický, Andrew Zisserman · 2014 · British Machine Vision Conference (BMVC)
  48. Anomaly detection techniques in surveillance videos
    Xiaoli Li, Zemin Cai · 2016 · International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)
  49. Deep Spectral Convolution Network for Hyperspectral Unmixing
    Savaş Özkan, Gözde Bozdağı Akar · 2018 · Proceedings - International Conference on Image Processing
  50. Loopy Residual Hashing: Filling the Quantization Gap for Image Retrieval
    Jiale Bai, Zefan Li, Bingbing Ni, Minsi Wang, Xiaokang Yang, Chuanping Hu, Wen Gao · 2019 · IEEE Transactions on Multimedia
  51. Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval
    Shichao Kan, Yi Cen, Yigang Cen, Vladimir M. Mladenovic, Yang Li, Zhihai He · 2020 · IEEE Transactions on Image Processing
  52. Deep Enhanced Weakly-Supervised Hashing With Iterative Tag Refinement
    Min Wang, Wengang Zhou, Qi Chuan Tian, Houqiang Li · 2021 · IEEE Transactions on Multimedia
  53. The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning
    Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  54. Some Faces are More Equal than Others: Hierarchical Organization for Accurate and Efficient Large-Scale Identity-Based Face Retrieval
    Binod Bhattarai, Gaurav Sharma, Frédéric Jurie, Patrick Pérez · 2015 · Lecture notes in computer science
  55. Fast Nearest Neighbor Search in the Hamming Space
    Zhansheng Jiang, Lingxi Xie, Xiaotie Deng · 2016 · Lecture notes in computer science
  56. Transfer Adversarial Hashing for Hamming Space Retrieval
    Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang · 2018 · Proceedings of the AAAI Conference on Artificial Intelligence
  57. Traffic Scene Classification on a Representation Budget
    Ivan Sikiric, Karla Brkić, Petra Bevandić, Ivan Krešo, Josip Krapac, Siniša Šegvić · 2019 · IEEE Transactions on Intelligent Transportation Systems
  58. High-Dimensional Vector Similarity Search: From Time Series to Deep Network Embeddings
    Karima Echihabi · 2020 · Proceedings - ACM-SIGMOD International Conference on Management of Data
  59. A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search
    Deng Cai · 2016 · arXiv (Cornell University)
  60. Improving Bilayer Product Quantization for Billion-Scale Approximate Nearest Neighbors in High Dimensions
    Artem Babenko, Victor Lempitsky · 2014 · arXiv (Cornell University)
  61. Embedding-based Recommender System for Job to Candidate Matching on Scale
    Jing Zhao, Jingya Wang, Madhav Sigdel, Bopeng Zhang, Hoang, Phuong, Mengshu Liu, Mohammed Korayem · 2021 · arXiv (Cornell University)
  62. GNN-LM: Language Modeling based on Global Contexts via GNN
    Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Qing Wu, Jiwei Li · 2021 · arXiv (Cornell University)
  63. iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search
    Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, Christian S. Jensen · 2024 · Proceedings of the ACM on Management of Data
  64. Multiple Stage Residual Model for Image Classification and Vector Compression
    Song Bai, Xiang Bai, Wenyu Liu · 2016 · IEEE Transactions on Multimedia
  65. Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes
    Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov · 2016 · IEEE International Workshop on Information Forensics and Security
  66. Scalable Machine Learning on High-Dimensional Vectors
    Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas · 2020 · International Conference on Web Intelligence, Mining and Semantics
  67. Two-stage routing with optimized guided search and greedy algorithm on proximity graph
    Xiaoliang Xu, Mengzhao Wang, Yuxiang Wang, Dingcheng Ma · 2021 · Knowledge-Based Systems
  68. Bearing Fault Diagnosis via Incremental Learning Based on the Repeated Replay Using Memory Indexing (R-REMIND) Method
    Junhui Zheng, Hui Xiong, Yuchang Zhang, Kaige Su, Zheyuan Hu · 2022 · Machines
  69. Parallel Top-K Algorithms on GPU: A Comprehensive Study and New Methods
    Jingrong Zhang, Akira Naruse, Xipeng Li, Yong Wang · 2023 · International Conference for High Performance Computing, Networking, Storage and Analysis (SC)
  70. Chameleon: A Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models
    Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso · 2024 · Proceedings of the VLDB Endowment
  71. Fast Algorithm for Approximate k-Nearest Neighbor Graph Construction
    Dilin Wang, Lei Shi, Jianwen Cao · 2013 · IEEE ... International Conference on Data Mining workshops
  72. Optimized Distances for Binary Code Ranking
    Jianfeng Wang, Heng Tao Shen, Shuicheng Yan · 2014 · ACM International Conference on Multimedia (ACM MM)
  73. Efficient fusion of multidimensional descriptors for image retrieval
    Neelanjan Bhowmik, Ricardo Gonzalez V., Valérie Gouet-Brunet · 2014 · Proceedings - International Conference on Image Processing
  74. Holons Visual Representation for Image Retrieval
    Le Dong, Yan Liang, Gaipeng Kong · 2016 · IEEE Transactions on Multimedia
  75. Multimedia for Cultural Heritage
    Romero Gómez, Verónica, Sánchez Peiró, Joan Andreu, Toselli, Alejandro Héctor · 2012 · Communications in computer and information science
  76. Spatial Pyramid Covariance-Based Compact Video Code for Robust Face Retrieval in TV-Series
    Yan Li, Ruiping Wang, Zhen Cui · 2016 · IEEE Transactions on Image Processing
  77. Trajectory-Based Place-Recognition for Efficient Large Scale Localization
    Simon Lynen, Michael Carsten Bosse, Roland Siegwart · 2016 · International Journal of Computer Vision
  78. Graph regularized nonnegative sparse coding using incoherent dictionary for approximate nearest neighbor search
    Yupei Zhang, Ming Xiang, Bo Yang · 2017 · Pattern Recognition
  79. Improved maximum inner product search with better theoretical guarantee using randomized partition trees
    Omid Keivani, Kaushik Sinha, Parikshit Ram · 2018 · Machine Learning
  80. Scalable attribute-driven face image retrieval
    Le An, Changjian Zou, Liyan Zhang, Bradley S. Denney · 2015 · Neurocomputing
  81. Reconfigurable Inverted Index
    Yusuke Matsui, Ryota Hinami, Shin’ichi Satoh · 2018 · ACM International Conference on Multimedia (ACM MM)
  82. Deep Attention-Guided Hashing
    Zhan Yang, Osolo Ian Raymond, Wuqing Sun · 2019 · IEEE Access
  83. Angular Deep Supervised Hashing for Image Retrieval
    Chang Sheng Zhou, Lai-Man Po, Wilson Y. F. Yuen · 2019 · IEEE Access
  84. The Open Brands Dataset: Unified Brand Detection and Recognition at Scale
    Xuan Hong Jin, Wei Su, Rong Zhang · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
  85. Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval
    Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan · 2023 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
  86. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
    Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski · 2019 · arXiv (Cornell University)
  87. Efficient Nearest Neighbors via Robust Sparse Hashing
    Anoop Cherian, Suvrit Sra, Vassilios Morellas, Nikolaos P. Papanikolopoulos · 2014 · IEEE Transactions on Image Processing
  88. Incremental Multimodal Query Construction for Video Search
    Shicheng Xu, Huan Li, Xiaojun Chang et al. · 2015 · ACM International Conference on Multimedia Retrieval (ICMR)
  89. Topic modeling and improvement of image representation for large-scale image retrieval
    Nguyen Anh Tu, Dong-Luong Dinh, Mostofa Kamal Rasel, Young-Koo Lee · 2016 · Information Sciences
  90. Adaptive Margin Based Deep Adversarial Metric Learning
    Zhuoyi Wang, Yigong Wang, Bo Dong · 2020 · IEEE International Conference on Big Data Security on Cloud, IEEE International Conference on High Performance and Smart Computing, and IEEE International Conference on Intelligent Data and Security (BigDataSecurity/HPSC/IDS)
  91. Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation
    Yongji Wu, Defu Lian, Neil Zhenqiang Gong, Lu Yin, Mingyang Yin, Jingren Zhou, Hongxia Yang · 2021 · International World Wide Web Conference (WWW)
  92. A Lightweight Knowledge Graph Embedding Framework for Efficient Inference and Storage
    Haoyu Wang, Yaqing Wang, Defu Lian, Jing Gao · 2021 · ACM International Conference on Information and Knowledge Management (CIKM)
  93. Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval
    Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liang‐Jie Zhang et al. · 2022 · International World Wide Web Conference (WWW)
  94. MobiVQA
    Qingqing Cao, Prerna Khanna, Nicholas D. Lane, Aruna Balasubramanian · 2022 · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
  95. Few-Shot Class-Incremental Learning via Compact and Separable Features for Fine-Grained Vehicle Recognition
    De-Wang Li, Hua Huang · 2022 · IEEE Transactions on Intelligent Transportation Systems
  96. VideoPoseVR: Authoring Virtual Reality Character Animations with Online Videos
    Cheng Yao Wang, Qian Zhou, George W. Fitzmaurice, Fraser Anderson · 2022 · Proceedings of the ACM on Human-Computer Interaction
  97. LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms
    Young D. Kwon, Jagmohan Chauhan, Hong Guang Jia, Stylianos I. Venieris, Cecilia Mascolo C · 2023 · ACM Conference on Embedded Networked Sensor Systems (SenSys)
  98. Quantize and Conquer: A Dimensionality-Recursive Solution to Clustering, Vector Quantization, and Image Retrieval
    Yannis Avrithis · 2013 · IEEE International Conference on Computer Vision (ICCV)
  99. Nearest Neighbors Using Compact Sparse Codes
    Anoop Cherian, Hal Id Hal · 2014
  100. SIFTpack: A Compact Representation for Efficient SIFT Matching
    Alexandra Gilinsky, Lihi Zelnik‐Manor · 2013 · IEEE/CVF International Conference on Computer Vision (ICCV)