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
- Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image SegmentationXiaomeng Li, Lequan Yu, Hao Chen · 2019 · arXiv (Cornell University)
- Contemporary Advances in Neural Network Quantization: A SurveyMin Li, Zihao Huang, Lin Chen, Junxing Ren, Miao Jiang, Fengfa Li, Jitao Fu, Chenghua Gao · 2024 · International Joint Conference on Neural Networks (IJCNN)
- Application of large language models to intelligently analyze long construction contract textsYing Gao, Yihong Gan, Yuting Chen, Yongqiang Chen · 2024 · Construction Management and Economics
- Sound-event recognition with a companion humanoidMaxime Janvier, Xavier Alameda-Pineda, Laurent Girin · 2012 · IEEE-RAS International Conference on Humanoid Robots (Humanoids)
- Improved Hamming Distance Search Using Variable Length HashingEng-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
- Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional SpaceJae‐Pil Heo, Zhe Lin, Sung‐Eui Yoon · 2018 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Deep Spherical Quantization for Image SearchSepehr 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
- Fast Distance-Based Anomaly Detection in Images Using an Inception-Like AutoencoderNatasa Sarafijanovic-Djukic, Jesse Davis · 2019 · Lecture notes in computer science
- Locality-Sensitive Hashing Scheme based on Longest Circular Co-SubstringYifan Lei, Qiang Huang, Mohan Kankanhalli, Anthony K. H. Tung · 2020 · ACM SIGMOD International Conference on Management of Data (SIGMOD)
- Feature Estimations Based Correlation Distillation for Incremental Image RetrievalWei Chen, Yu Liu, Nan Pu, Weiping Wang, Li Liu, Michael S. Lew · 2021 · IEEE Transactions on Multimedia
- Asymmetric metric learning for knowledge transferMateusz 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
- Adversarial Examples Generation for Deep Product Quantization Networks on Image RetrievalBin Chen, Yan Feng, Tao Dai, Jiawang Bai, Yong Jiang, Shu‐Tao Xia, Xuan Wang · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Neighborhood-Adaptive Structure Augmented Metric LearningPandeng Li, Yan Li, Hongtao Xie, Lei Zhang · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
- Uni-Retriever: Towards Learning the Unified Embedding Based Retriever in Bing Sponsored SearchJianjin 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)
- Beyond Product Quantization: Deep Progressive Quantization for Image RetrievalLianli Gao, Xiaosu Zhu, Jingkuan Song · 2019 · International Joint Conference on Artificial Intelligence
- Optimized residual vector quantization for efficient approximate nearest neighbor searchLiefu Ai, Junqing Yu, Zebin Wu, Yunfeng He, Tao Guan · 2015 · Multimedia Systems
- Learning to Hash for Indexing Big Data - A SurveyJun Wang, Wei Liu, Sanjiv Kumar · 2015 · arXiv (Cornell University)
- SIFT Meets CNN: A Decade Survey of Instance RetrievalLiang Zheng, Yi Ping Yang, Qi Tian · 2016 · arXiv (Cornell University)
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table LookupXiaohu 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)
- LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data LakesYuhao 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
- Recent Advances of Continual Learning in Computer Vision: An OverviewHaoxuan Qu, Hossein Rahmani, Li Xu, Bryan M. Williams, Jun Liu · 2025 · IET Computer Vision
- Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor SearchJianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong · 2025 · Proceedings of the ACM on Management of Data
- MSIDX: Multi-Sort Indexing for Efficient Content-Based Image Search and RetrievalEleftherios Tiakas, Dimitrios Rafailidis, Anastasios Dimou, Petros Daras · 2013 · IEEE Transactions on Multimedia
- Learning predictable binary codes for face indexingRan He, Yinghao Cai, Tieniu Tan · 2015 · Pattern Recognition
- Content-Based Video Search over 1 Million Videos with 1 Core in 1 SecondShoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann · 2015 · International Conference on Multimedia Retrieval
- Compact Image Fingerprint Via Multiple Kernel HashingFuhao Zou, Yunpeng Chen, Jingkuan Song, Ke Zhou, Yang Yang, Nicu Sebe · 2015 · IEEE Transactions on Multimedia
- Unified Simultaneous Clustering and Feature Selection for Unlabeled and Labeled DataDongyoon Han, Junmo Kim · 2018 · IEEE Transactions on Neural Networks and Learning Systems
- Efficient Initial Pose-graph Generation for Global SfMDániel 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
- Contrastive Bayesian Analysis for Deep Metric LearningShichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir M. Mladenovic, Zhihai He · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- “Hands On” Visual Recognition for Visually Impaired UsersJoan Sosa-García, Francesca Odone · 2017 · ACM Transactions on Accessible Computing
- Composite QuantizationJingdong Wang, Ting Zhang · 2018 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Exploiting descriptor distances for precise image searchHervé Jeǵou, Matthijs Douze, Cordelia Schmid · 2011 · HAL
- A Discriminative CNN Video Representation for Event DetectionZhongwen Xu, Yi Ping Yang, Alexander G. Hauptmann · 2014 · arXiv (Cornell University)
- Wide area localization and tracking on camera phones for mobile augmented reality systemsBenchang Wei, Tao Guan, Liya Duan, Junqing Yu, Tan Mao · 2014 · Multimedia Systems
- GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and ConstructionYuanhang Yu, Wen Dong, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin · 2022 · IEEE International Conference on Data Engineering (ICDE)
- HQANN: Efficient and Robust Similarity Search for Hybrid Queries with Structured and Unstructured ConstraintsWei Wu, Junlin He, Yu Qiao, Guoheng Fu, Li Liu, Jin Yu · 2022 · ACM International Conference on Information and Knowledge Management (CIKM)
- Weakly supervised sparse coding with geometric consistency poolingLiujuan 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
- Learning to Index for Nearest Neighbor SearchChih‐Yi Chiu, Amorntip Prayoonwong, Yin-Chih Liao · 2019 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Fast Nearest Neighbor Machine TranslationYuxian 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)
- Vector Semantic Representations as Descriptors for Visual Place RecognitionPeer Neubert, Stefan Schubert, Kenny Schlegel, Peter Protzel · 2021 · Robotics: Science and Systems
- Weighted Gaussian Loss based Hamming HashingRong-Cheng Tu, Xian-Ling Mao, Cihang Kong · 2021 · ACM International Conference on Multimedia (ACM MM)
- Multimodal medical image retrieval systemIvan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski · 2016 · Multimedia Tools and Applications
- Application Codesign of Near-Data Processing for Similarity SearchVincent T. Lee, Amrita Mazumdar, Carlo C. Del Mundo, Armin Alaghi, Luís Ceze, Mark Oskin · 2018 · IEEE International Parallel and Distributed Processing Symposium (IPDPS)
- Interactive Learning for Multimedia at LargeOmar 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
- Compressing Word Embeddings via Deep Compositional Code LearningRaphael Shu, Hideki Nakayama · 2017 · arXiv (Cornell University)
- Indexing of the CNN features for the large scale image searchRuoyu Liu, Shikui Wei, Yao Zhao, Yi Yang · 2018 · Multimedia Tools and Applications
- A Memory Efficient Baseline for Open Domain Question AnsweringGautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Sebastian Riedel, Édouard Grave · 2020 · arXiv (Cornell University)
- Vector Databases and Vector Embeddings-ReviewSanjay Kukreja, Tarun Kumar, Vishal Bharate, Amit Purohit, Abhijit Dasgupta, Debashis Guha · 2023 · International Workshop on Artificial Intelligence and Image Processing (IWAIIP)
- Vexless: A Serverless Vector Data Management System Using Cloud FunctionsYongye Su, Yinqi Sun, Minjia Zhang, Jianguo Wang · 2024 · Proceedings of the ACM on Management of Data
- Are There Fundamental Limitations in Supporting Vector Data Management in Relational Databases? A Case Study of PostgreSQLYunan Zhang, Shige Liu, Jianguo Wang · 2024 · IEEE International Conference on Data Engineering (ICDE)
- Tailoring customer segmentation strategies for luxury brands in the NFT market – The case of SUPERGUCCIQiuying Chen, Beomjin Choi, Sang-Joon Lee · 2024 · Journal of Retailing and Consumer Services
- Near-Duplicate Image Retrieval Based on Contextual DescriptorJinliang Yao, Bing Yang, Qiuming Zhu · 2014 · IEEE Signal Processing Letters
- Compact Representation of High-Dimensional Feature Vectors for Large-Scale Image Recognition and RetrievalYu Zhang, Jianxin Wu, Jianfei Cai · 2016 · IEEE Transactions on Image Processing
- Predictive Distributed Visual Analysis for Video in Wireless Sensor NetworksEmil Eriksson, György Dán, Viktória Fodor · 2015 · IEEE Transactions on Mobile Computing
- Interferences in Match KernelsNaila Murray, Hervé Jeǵou, Florent Perronnin, Andrew Zisserman · 2016 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Instance search retrospective with focus on TRECVIDGeorge Awad, Wessel Kraaij, Paul Lauterbur Over, Shin’ichi Satoh · 2017 · International Journal of Multimedia Information Retrieval
- Accelerated Nearest Neighbor Search with Quick ADCFabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec · 2017 · ACM International Conference on Multimedia Retrieval (ICMR)
- Large-scale person re-identification as retrievalHantao Yao, Shiliang Steven Zhang, Dongming Zhang · 2017 · IEEE International Conference on Multimedia and Expo (ICME)
- BoSR: A CNN-based aurora image retrieval methodXi Yang, Nannan Wang, Bin Song, Xinbo Gao · 2019 · Neural Networks
- Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity SearchYiqiu Wang, Anshumali Shrivastava, Jonathan Wang, Junghee Ryu · 2018 · ACM SIGMOD International Conference on Management of Data (SIGMOD)
- Convolutional Embedding for Edit DistanceXinyan Dai, Xiao Yan, Kaiwen Zhou · 2020 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
- Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural CodesAntonio‐Javier Gallego, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan · 2020 · IEEE Access
- Phrase Retrieval Learns Passage Retrieval, TooJinhyuk Lee, Alexander Wettig, Danqi Chen · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Adaptive multi-feature fusion via cross-entropy normalization for effective image retrievalWentao Ma, Tongqing Zhou, Jiaohua Qin, Xuyu Xiang, Yun Tan, Zhiping Cai · 2022 · Information Processing & Management
- Descriptor Learning for Omnidirectional Image MatchingJonathan Masci, Davide Migliore, Michael M. Bronstein, Jürgen Schmidhuber · 2013 · Studies in computational intelligence
- Efficient Similarity Joins on Massive High-Dimensional Datasets Using MapReduceWuman Luo, Haoyu Tan, Huajian Mao · 2012 · Proceedings/IEEE International Conference on Mobile Data Management
- Discrete Image Hashing Using Large Weakly Annotated Photo CollectionsHanwang Zhang, Na Zhao, Xindi Shang · 2016 · Proceedings of the AAAI Conference on Artificial Intelligence
- Supervised learning based discrete hashing for image retrievalQing Ma, Cong Bai, Jinglin Zhang, Zhi Liu, Shengyong Chen · 2019 · Pattern Recognition
- Unsupervised semantic deep hashingSheng Jin, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou · 2019 · Neurocomputing
- Multilayer bootstrap networksXiao-Lei Zhang · 2018 · Neural Networks
- Discovering Image Manipulation History by Pairwise Relation and Forensics ToolsXu Zhang, Zhaohui H. Sun, Svebor Karaman, Shih‐Fu Chang · 2020 · IEEE Journal of Selected Topics in Signal Processing
- Medical image retrieval via nearest neighbor search on pre-trained image featuresDeepak Kumar Gupta, Russell F. Loane, Soumya Gayen, Dina Demner‐Fushman · 2023 · Knowledge-Based Systems
- Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor SearchYuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng · 2024 · Proceedings of the ACM on Management of Data
- Spline Regression Hashing for Fast Image SearchYang Liu, Fei Wu, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann · 2012 · IEEE Transactions on Image Processing
- A General Framework for Linear Distance Preserving HashingMin Wang, Wengang Zhou, Qi Tian, Houqiang Li · 2017 · IEEE Transactions on Image Processing
- Deep Asymmetric Metric Learning via Rich Relationship MiningXinyi 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
- Product Quantization Network for Fast Visual SearchTan Yu, Jingjing Meng, Fang Chen · 2020 · International Journal of Computer Vision
- AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation ApproachSybrandt, Justin, Tyagin, Ilya, Shtutman, Michael, Safro, Ilya · 2020 · Proceedings of the 29th ACM International Conference on Information & Knowledge Management
- Towards Explainable Interactive Multi-modal Video Retrieval with VitrivrSilvan Heller, Ralph Gasser, Cristina Illi · 2021 · Lecture notes in computer science
- Routeview: an intelligent route planning system for ships sailing through Arctic ice zones based on big Earth dataAdan Wu, Tao Che, Xin Li · 2022 · International Journal of Digital Earth
- Region-Based Image Retrieval RevisitedRyota Hinami, Yusuke Matsui, Shin’ichi Satoh · 2017 · ACM International Conference on Multimedia (ACM MM)
- Blackthorn: Large-Scale Interactive Multimodal LearningJan Zahálka, Stevan Rudinac, Björn Þór Jónsson, D.C. Koelma, Marcel Worring · 2017 · IEEE Transactions on Multimedia
- Unsupervised Neural Quantization for Compressed-Domain Similarity SearchStanislav Morozov, Artem Babenko · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Adversarial Multi-Label Variational HashingJiwen Lu, Venice Erin Liong, Yap‐Peng Tan · 2020 · IEEE Transactions on Image Processing
- Hashing with binary autoencodersMiguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei · 2015 · arXiv (Cornell University)
- Generating Long Semantic IDs in Parallel for RecommendationYupeng 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)
- The Yael LibraryMatthijs Douze, Hervé Jeǵou · 2014 · ACM International Conference on Multimedia (ACM MM)
- Product Sparse CodingTiezheng 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
- Robust fisher codes for large scale image retrievalJie Lin, Ling‐Yu Duan, Tiejun Huang · 2013 · IEEE International Conference on Acoustics Speech and Signal Processing
- Fast Neighborhood Graph Search Using Cartesian ConcatenationJing Wang, Jingdong Wang, Gang Zeng · 2013 · IEEE International Conference on Computer Vision (ICCV)
- Large-scale image retrieval with Sparse Embedded HashingGuiguang Ding, Jile Zhou, Yuchen Guo, Zijia Lin, Sicheng Zhao, Jungong Han · 2017 · Neurocomputing
- Fried Binary Embedding for High-Dimensional Visual FeaturesWeixiang 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
- Large-Scale Image Retrieval with ElasticsearchGiuseppe M. Amato, Paolo Bolettieri, Fabio Carrara · 2018
- Double-Bit Quantization and Index Hashing for Nearest Neighbor SearchHongtao Xie, Zhendong Mao, Yongdong Zhang, Han Deng, Chenggang Clarence Yan, Zhineng Chen · 2019 · IEEE Transactions on Multimedia
- EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor searchWanqi Liu, Hanchen Wang, Ying Zhang, Wei Wang, Lu Qin, Xuemin Lin · 2020 · The VLDB Journal
- Permute, Quantize, and Fine-tune: Efficient Compression of Neural NetworksJulieta 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
- Cosine metric supervised deep hashing with balanced similarityWenjin Hu, Lifang Wu, Meng Jian, Yukun Chen, Hui Ling Yu · 2021 · Neurocomputing
- xLightFM: Extremely Memory-Efficient Factorization MachineGangwei Jiang, Hao Wang, Jin Chen, Haoyu Wang, Defu Lian, Enhong Chen · 2021 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
- Embedding Compression in Recommender Systems: A SurveyShiwei Li, Huifeng Guo, Xing Jia Tang, Ruiming Tang, Lu Hou, Ruixuan Li, Rui Zhang · 2023 · ACM Computing Surveys
- Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short VectorsFilip Radenović, Hervé Jeǵou, Ondřej Chum · 2015 · International Conference on Multimedia Retrieval