Product Quantization for Nearest Neighbor Search
Cited by (1,006)
Items 401–500 of 1,006
- Indexing billions of images for sketch-based retrievalXinghai Sun, Changhu Wang, Chao Xu · 2013 · ACM International Conference on Multimedia (ACM MM)
- Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image RetrievalWengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, Qi Tian · 2015 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Hashmod: A Hashing Method for Scalable 3D Object DetectionWadim Kehl, Federico Tombari, Nassir Navab · 2015 · British Machine Vision Conference (BMVC)
- Development of residual learning in deep neural networks for computer vision: A surveyGuoping Xu, Xiaxia Wang, Xinglong Wu, Xuesong Leng, Yongchao Xu · 2024 · Engineering Applications of Artificial Intelligence
- Asymmetric distances for binary embeddingsAlbert Gordo, Florent Perronnin · 2011 · 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 QuantizationJae‐Pil Heo, Zhe Lin, Sung‐Eui Yoon · 2014 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Iti-Certh Participation In Trecvid 2017Foteini Markatopoulou, Anastasia Moumtzidou, Damianos Galanopoulos, Konstantinos Avgerinakis, Stelios T. Andreadis, Ilias Gialampoukidis, Tachos, Stavros, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Yiannis Kompatsiaris et al. · 2018 · Research Publications (Maastricht University)
- Memory Vectors for Similarity Search in High-Dimensional SpacesAhmet İşcen, Teddy Furon, Vincent Gripon · 2017 · IEEE Transactions on Big Data
- Coherency Sensitive HashingSimon Korman, Shai Avidan · 2015 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- REMAP: Multi-Layer Entropy-Guided Pooling of Dense CNN Features for Image RetrievalSyed Sameed Husain, Miroslaw Z. Bober · 2019 · IEEE Transactions on Image Processing
- ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image RetrievalQuan Cui, Qing-Yuan Jiang, Xiu-Shen Wei, Wu-Jun Li, Osamu Yoshie · 2020 · Lecture notes in computer science
- Towards Building ASR Systems for the Next Billion UsersTahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
- Nonlinear Structural Hashing for Scalable Video SearchZhixiang Chen, Jiwen Lu, Jianjiang Feng, Jie Zhou · 2017 · IEEE Transactions on Circuits and Systems for Video Technology
- Fast nearest neighbor search through sparse random projections and votingVille Hyvönen, Teemu Pitkanen, Sotiris K. Tasoulis, Elias Jääsaari, Risto Olli Oskari Tuomainen, Liang Wang, Jukka Corander, Teemu Roos · 2016 · IEEE International Conference on Big Data (BigData)
- Pix3D: Dataset and Methods for Single-Image 3D Shape ModelingXingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman · 2018 · arXiv (Cornell University)
- Rigid and non-rigid motion artifact reduction in X-ray CT using attention moduleYoungjun Ko, Seunghyuk Moon, Jongduk Baek, Hyunjung Shim · 2020 · Medical Image Analysis
- Stable Hash Generation for Efficient Privacy-Preserving Face IdentificationDailé Osorio-Roig, Christian Rathgeb, Pawel Drozdowski, Christoph Busch · 2021 · IEEE Transactions on Biometrics Behavior and Identity Science
- Cross-Modal Discrete HashingVenice Erin Liong, Jiwen Lu, Yap‐Peng Tan · 2018 · Pattern Recognition
- Joint Multi-View Hashing for Large-Scale Near-Duplicate Video RetrievalXiushan Nie, Weizhen Jing, Chaoran Cui, Chen Zhang, Lei Zhu, Yilong Yin · 2019 · IEEE Transactions on Knowledge and Data Engineering
- The Group Loss for Deep Metric LearningIsmail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé · 2020 · Lecture notes in computer science
- Quantization based Fast Inner Product SearchRuiqi Guo, Sanjiv Kumar, Krzysztof Choromański, David Simcha · 2015 · arXiv (Cornell University)
- Hash Embeddings for Efficient Word RepresentationsDan Tito Svenstrup, Jonas Meinertz Hansen, Ole Winther · 2017 · arXiv (Cornell University)
- Event-based media processing and analysis: A survey of the literatureTzelepis, Christos, Ma, Zhigang, Mezaris, Vasileios, Ionescu, Bogdan, Kompatsiaris, Ioannis, Boato, Giulia, Sebe, Nicu, Yan, Shuicheng · 2016 · Image and Vision Computing
- Efficient BOF Generation and Compression for On-Device Mobile Visual Location RecognitionTao Guan, Yunfeng He, Liya Duan · 2013 · IEEE Multimedia
- Generalized Product Quantization Network for Semi-Supervised Image RetrievalYoung Kyun Jang, Nam Ik Cho · 2020 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Selective data acquisition in the wild for model chargingChengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo · 2022 · Proceedings of the VLDB Endowment
- HVSKejing Lu, Mineichi Kudo, Chuan Xiao · 2021 · Proceedings of the VLDB Endowment
- ON THE INFLUENCE OF WORD REPRESENTATIONS FOR HANDWRITTEN WORD SPOTTING IN HISTORICAL DOCUMENTSJosep Lladós, Marçal Rusiñol, Alícia Fornés, David Fernández-Mota, Anjan Dutta · 2012 · International Journal of Pattern Recognition and Artificial Intelligence
- Global and local semantics-preserving based deep hashing for cross-modal retrievalLei Ma, Hongliang Li, Fanman Meng · 2018 · Neurocomputing
- Fast Approximate $$K$$-Means via Cluster ClosuresJingdong Wang, Jing Wang, Jing Wang · 2015 · Springer eBooks
- PADS: Policy-Adapted Sampling for Visual Similarity LearningKarsten Roth, Timo Milbich, Björn Ommer · 2020 · 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 Attentive Deep Local FeaturesHyeonwoo Noh, André de Melo Araújo, Jack Sim · 2016 · arXiv (Cornell University)
- Weighted Component Hashing of Binary Aggregated Descriptors for Fast Visual SearchLing‐Yu Duan, Jie Lin, Zhe Wang · 2015 · IEEE Transactions on Multimedia
- A fast and efficient image retrieval system based on color and texture featuresChandan Singh, Kanwal Preet Kaur · 2016 · Journal of Visual Communication and Image Representation
- HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and RetrievalJie Lin, Ling‐Yu Duan, Shiqi Wang, Yan Bai, Yihang Lou, Vijay Chandrasekhar, Tiejun Huang, Alex Chichung Kot, Wen Gao · 2017 · IEEE Transactions on Multimedia
- Scalable Similarity Search With Topology Preserving HashingLei Zhang, Yongdong Zhang, Xiaoguang Gu, Jinhui Tang, Qi Tian · 2014 · IEEE Transactions on Image Processing
- Contrastive Quantization with Code Memory for Unsupervised Image RetrievalJinpeng Wang, Ziyun Zeng, Bin Chen, Tao Dai, Shu‐Tao Xia · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
- Nearest neighbor search on embeddings rapidly identifies distant protein relationsKonstantin Schütze, Michael Heinzinger, Martin Steinegger, Burkhard Rost · 2022 · Frontiers in Bioinformatics
- Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse RepresentationsSebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini · 2024 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
- Asymmetric Cyclical Hashing for Large Scale Image RetrievalYueming Lv, Wing W. Y. Ng, Ziqian Zeng, Daniel Yeung, Patrick P. K. Chan · 2015 · IEEE Transactions on Multimedia
- Local structure learning in high resolution remote sensing image retrievalZhongxiang Du, Xuelong Li, Xiaoqiang Lu · 2016 · Neurocomputing
- Reinforcement Learning Algorithms in Global Path Planning for Mobile RobotValentyn N. Sichkar · 2019 · International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)
- Development of Fashion Product Retrieval and Recommendations Model Based on Deep LearningJaechoon Jo, Seolhwa Lee, Chanhee Lee, Dongyub Lee, Heuiseok Lim · 2020 · Electronics
- Cottontail DB: An Open Source Database System for Multimedia Retrieval and AnalysisRalph Gasser, Luca Rossetto, Silvan Heller, Heiko Schuldt · 2020 · ACM International Conference on Multimedia (ACM MM)
- Compact Representation for Image Classification: To Choose or to Compress?Yu Zhang, Jianxin Wu, Jianfei Cai · 2014 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single NodeSuhas Jayaram Subramanya, Fnu Devvrit, Harsha Vardhan Simhadri, Ravishankar Krishnawamy, Rohan Kadekodi · 2019 · neural information processing systems
- Pre-training Methods in Information RetrievalYixing Fan, Xiaohui Xie, Yinqiong Cai, Jia Chen, Xinyu Ma, Xiangsheng Li, Ruqing Zhang, Jiafeng Guo · 2022 · Foundations and Trends® in Information Retrieval
- When Large Language Models Meet Vector Databases: A SurveyJing, Zhi, Su, Yongye, Han, Yikun · 2025 · 2025 Conference on Artificial Intelligence x Multimedia (AIxMM)
- Fast Spectral Ranking for Similarity SearchAhmet İşcen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondřej Chum · 2018 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Joint Feature and Texture Coding: Toward Smart Video Representation via Front-End IntelligenceSiwei Ma, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Chuanmin Jia, Shanshe Wang · 2018 · IEEE Transactions on Circuits and Systems for Video Technology
- Continuous Embeddings of DNA Sequencing Reads and Application to MetagenomicsRomain Menegaux, Jean‐Philippe Vert · 2019 · Journal of Computational Biology
- A new fast search algorithm for exact k-nearest neighbors based on optimal triangle-inequality-based check strategyYiwei Pan, Zhibin Pan, Yikun Wang, Wei Wang · 2019 · Knowledge-Based Systems
- I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional SpaceWanqi Liu, Hanchen Wang, Ying Zhang, Wei Wang, Lu Qin · 2019 · IEEE International Conference on Data Engineering (ICDE)
- Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text RecognitionHao Liu, Bin Wang, Zhimin Bao, Mobai Xue, Sheng Kang, Deqiang Jiang, Yinsong Liu, Bo Ren · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
- Projected Residual Vector Quantization for ANN SearchBenchang Wei, Tao Guan, Junqing Yu · 2014 · IEEE Multimedia
- New trends in high-D vector similarity searchKarima Echihabi, Kostas Zoumpatianos, Themis Palpanas · 2021 · Proceedings of the VLDB Endowment
- Fast Orthogonal Projection Based on Kronecker ProductXu Zhang, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shi-Fu Chang · 2015 · IEEE/CVF International Conference on Computer Vision (ICCV)
- TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized RecommendationAhmed El-Kishky, Thomas Markovich, Serim Park, Chetan K. Verma, Baekjin Kim, Ramy Eskander, Yury A. Malkov, Frank Portman, Sofía Samaniego, Ying Xiao et al. · 2022 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
- Approximate Gaussian Mixtures for Large Scale VocabulariesYannis Avrithis, Yannis Kalantidis · 2012 · Lecture notes in computer science
- Centerless ClusteringShenfei Pei, Huimin Chen, Feiping Nie · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Better Generalization with Semantic IDs: A Case Study in Ranking for RecommendationsAnima Singh, Trung Vu, Nikhil Mehta et al. · 2024 · ACM Conference on Recommender Systems (RecSys)
- Sparse-Coded Features for Image RetrievalTiezheng Ge, Qifa Ke, Jian Sun · 2013 · British Machine Vision Conference (BMVC)
- Distributed nearest neighbor classification for large-scale multi-label data on sparkJorge Gonzalez-Lopez, Sebastián Ventura, Alberto Cano · 2018 · Future Generation Computer Systems
- Polysemous CodesMatthijs Douze, Hervé Jeǵou, Florent Perronnin · 2016 · Lecture notes in computer science
- Fast and Incremental Loop Closure Detection Using Proximity GraphsShan An, Guangfu Che, Fangru Zhou, Xianglong Liu, Xin Ma, Yu Chen · 2019 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
- wav2vec-C: A Self-Supervised Model for Speech Representation LearningSamik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas · 2021 · Interspeech (USB)
- On-the-fly learning for visual search of large-scale image and video datasetsKen Chatfield, Relja Arandjelović, Omkar Parkhi, Andrew Zisserman · 2015 · International Journal of Multimedia Information Retrieval
- Attribute-Aware Deep Hashing With Self-Consistency for Large-Scale Fine-Grained Image RetrievalXiu-Shen Wei, Yang Shen, Xuhao Sun, Peng Wang, Yuxin Peng · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Scalable Object Retrieval with Compact Image Representation from Generic Object RegionsShaoyan Sun, Wengang Zhou, Qi Tian, Houqiang Li · 2015 · ACM Transactions on Multimedia Computing Communications and Applications
- Semantic Neighbor Graph Hashing for Multimodal RetrievalLu Jin, Kai Li, Hao Hu, Guo-Jun Qi, Jinhui Tang · 2017 · IEEE Transactions on Image Processing
- Detecting Homoglyph Attacks with a Siamese Neural NetworkJonathan Woodbridge, Hyrum S. Anderson, Anjum Ahuja, Daniel Grant · 2018 · IEEE Security and Privacy Workshops (SPW)
- Intrinsic Dimensionality Estimation within Tight LocalitiesLaurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken‐ichi Kawarabayashi, Miloš Radovanović, Weeris Treeratanajaru · 2019 · Society for Industrial and Applied Mathematics eBooks
- Adversarial Attack on Deep Product Quantization Network for Image RetrievalYan Feng, Bin Chen, Tao Dai, Shu‐Tao Xia · 2020 · Proceedings of the AAAI Conference on Artificial Intelligence
- Fine-residual VLAD for image retrievalZiqiong Liu, Shengjin Wang, Qi Tian · 2015 · Neurocomputing
- Dynamic Time Warping Under Product Quantization, With Applications to Time-Series Data Similarity SearchHaowen Zhang, Yabo Dong, Jing Li, Duanqing Xu · 2021 · IEEE Internet of Things Journal
- Groundwater contamination source identification and high-dimensional parameter inversion using residual dense convolutional neural networkXuemin Xia, Simin Jiang, Nianqing Zhou · 2022 · Journal of Hydrology
- High-Throughput Vector Similarity Search in Knowledge GraphsJason Mohoney, Anil Pacaci, Shihabur Rahman Chowdhury, Ali Mousavi, Ihab F. Ilyas, Umar Farooq Minhas, Jeffrey Pound, Theodoros Rekatsinas · 2023 · Proceedings of the ACM on Management of Data
- Joint Optimization Toward Effective and Efficient Image SearchShikui Wei, Dong Xu, Xuelong Li, Yao Zhao · 2013 · IEEE Transactions on Cybernetics
- OSRI: A Rotationally Invariant Binary DescriptorXianwei Xu, Lu Tian, Jianjiang Feng, Jie Zhou · 2014 · IEEE Transactions on Image Processing
- The Video Browser Showdown: a live evaluation of interactive video search toolsKlaus Schoeffmann, David Ahlström, Werner Bailer et al. · 2013 · International Journal of Multimedia Information Retrieval
- Sparsity-Induced Similarity Measure and Its ApplicationsHong Cheng, Zicheng Liu, Lei Hou, Jie Yang · 2012 · IEEE Transactions on Circuits and Systems for Video Technology
- Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale DatabasesSimone Ercoli, Marco Bertini, Alberto Del Bimbo · 2017 · IEEE Transactions on Multimedia
- Privacy-Preserving Outsourced Media SearchLi Weng, Laurent Amsaleg, Teddy Furon · 2016 · IEEE Transactions on Knowledge and Data Engineering
- Large-Scale Image Geo-Localization Using Dominant SetsEyasu Zemene, Yonatan Tariku Tesfaye, Haroon Idrees · 2018 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Learning deep similarity models with focus ranking for fabric image retrievalDaiguo Deng, Ruomei Wang, Hefeng Wu · 2017 · Image and Vision Computing
- Lightweight, Viewpoint-Invariant Visual Place Recognition in Changing EnvironmentsStephanie M. Lowry, Henrik Andreasson · 2018 · IEEE Robotics and Automation Letters
- Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot ClassificationJin Li, Xuguang Lan, Yang Liu, Le Wang, Nanning Zheng · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- On-Device Mobile Landmark Recognition Using Binarized Descriptor with Multifeature FusionTao Guan, Yuesong Wang, Liya Duan, Rongrong Ji · 2015 · ACM Transactions on Intelligent Systems and Technology
- A Joint Speech Enhancement and Self-Supervised Representation Learning Framework for Noise-Robust Speech RecognitionQiushi Zhu, Jie Zhang, Ziqiang Zhang, Li-Rong Dai · 2023 · IEEE/ACM Transactions on Audio Speech and Language Processing
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor SearchChaoji Zuo, Miao Qiao, Wenchao Zhou, Feifei Li, Dong Deng · 2024 · Proceedings of the ACM on Management of Data
- Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS CompetitionLucia Vadicamo, Rahel Arnold, Werner Bailer A, Fabio Carrara, Cathal G. Gurrin, Nico Hezel, Xinghan Li, Jakub Lokoč, Sebastian Lubos, Zhixin Ma et al. · 2024 · IEEE Access
- VISOR: Towards On-the-Fly Large-Scale Object Category RetrievalKen Chatfield, Andrew Zisserman · 2013 · Lecture notes in computer science
- Visual Event Summarization on Social Media using Topic Modelling and Graph-based Ranking AlgorithmsManos Schinas, Symeon Papadopoulos, Ioannis Yiannis Kompatsiaris · 2015 · ACM International Conference on Multimedia Retrieval (ICMR)
- Camera-based indoor positioning using scalable streaming of compressed binary image signaturesDominik Van Opdenbosch, Georg Schroth, Robert Huitl · 2014 · Proceedings - International Conference on Image Processing
- Brute-Force k-Nearest Neighbors Search on the GPUShengren Li, Nina Amenta · 2015 · Lecture notes in computer science
- Robust ImageGraph: Rank-Level Feature Fusion for Image SearchZiqiong Liu, Shengjin Wang, Liang Zheng, Qi Tian · 2017 · IEEE Transactions on Image Processing
- Neural ranking models for document retrievalMohamed Trabelsi, Zhiyu Chen, Brian D. Davison, Jeff Heflin · 2021 · Information Retrieval
- HD-CNN: Hierarchical Deep Convolutional Neural Network for Large Scale Visual RecognitionZhicheng Yan, Zhang, Hao, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Di Wei, Yizhou Yu · 2014 · arXiv (Cornell University)
- On-device Training: A First Overview on Existing SystemsShuai Zhu, Thiemo Voigt, Fatemeh Rahimian, JeongGil Ko · 2024 · ACM Transactions on Sensor Networks
- Revisiting kernelized locality-sensitive hashing for improved large-scale image retrievalKe Jiang, Qichao Que, Brian Kulis · 2015 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings