Product Quantization

Papers

• Central Similarity Quantization For Efficient Image And Video Retrieval (2019)
  Li Yuan, Tao Wang, Xiaopeng Zhang, et al.
  23.49
• Self-supervised Product Quantization For Deep Unsupervised Image Retrieval (2021)
  Young Kyun Jang, Nam Ik Cho
  13.44
• End-to-end Supervised Product Quantization For Image Search And Retrieval (2017)
  Benjamin Klein, Lior Wolf
  13.05
• Beyond Product Quantization: Deep Progressive Quantization For Image Retrieval (2019)
  Lianli Gao, Xiaosu Zhu, Jingkuan Song, et al.
  12.95
• Jointly Optimizing Query Encoder And Product Quantization To Improve Retrieval Performance (2021)
  Jingtao Zhan, Jiaxin Mao, Yiqun Liu, et al.
  12.74
• Rabitq: Quantizing High-dimensional Vectors With A Theoretical Error Bound For Approximate Nearest Neighbor Search (2024)
  Jianyang Gao, Cheng Long
  12.54
• One Loss For Quantization: Deep Hashing With Discrete Wasserstein Distributional Matching (2022)
  Khoa D. Doan, Peng Yang, Ping Li
  12.40
• Generalized Product Quantization Network For Semi-supervised Image Retrieval (2020)
  Young Kyun Jang, Nam Ik Cho
  12.17
• A Deep Learning Pipeline For Product Recognition On Store Shelves (2018)
  Alessio Tonioni, Eugenio Serra, Luigi di Stefano
  11.85
• Polysemous Codes (2016)
  Matthijs Douze, Hervé Jégou, Florent Perronnin
  11.49
• Learning Discrete Representations Via Constrained Clustering For Effective And Efficient Dense Retrieval (2021)
  Jingtao Zhan, Jiaxin Mao, Yiqun Liu, et al.
  11.39
• Adversarial Attack On Deep Product Quantization Network For Image Retrieval (2020)
  Yan Feng, Bin Chen, Tao Dai, et al.
  11.29
• Asymmetric Correlation Quantization Hashing For Cross-modal Retrieval (2020)
  Lu Wang, Jie Yang
  10.74
• Online Product Quantization (2017)
  Donna Xu, Ivor W. Tsang, Ying Zhang
  10.61
• Quicker ADC : Unlocking The Hidden Potential Of Product Quantization With SIMD (2018)
  Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
  10.50
• Joint Learning Of Deep Retrieval Model And Product Quantization Based Embedding Index (2021)
  Han Zhang, Hongwei Shen, Yiming Qiu, et al.
  10.35
• Weakly Supervised Deep Hyperspherical Quantization For Image Retrieval (2024)
  Jinpeng Wang, Bin Chen, Qiang Zhang, et al.
  10.04
• Asymmetric Learning Vector Quantization For Efficient Nearest Neighbor Classification In Dynamic Time Warping Spaces (2017)
  Brijnesh Jain, David Schultz
  9.92
• Hybrid Contrastive Quantization For Efficient Cross-view Video Retrieval (2022)
  Jinpeng Wang, Bin Chen, Dongliang Liao, et al.
  9.28
• Practical And Asymptotically Optimal Quantization Of High-dimensional Vectors In Euclidean Space For Approximate Nearest Neighbor Search (2024)
  Jianyang Gao, Yutong Gou, Yuexuan Xu, et al.
  8.82
• PHPQ: Pyramid Hybrid Pooling Quantization For Efficient Fine-grained Image Retrieval (2021)
  Ziyun Zeng, Jinpeng Wang, Bin Chen, et al.
  8.60
• Orthonormal Product Quantization Network For Scalable Face Image Retrieval (2021)
  Ming Zhang, Xuefei Zhe, Hong Yan
  8.60
• Symphonyqg: Towards Symphonious Integration Of Quantization And Graph For Approximate Nearest Neighbor Search (2024)
  Yutong Gou, Jianyang Gao, Yuexuan Xu, et al.
  7.50
• Simultaneous Compression And Quantization: A Joint Approach For Efficient Unsupervised Hashing (2018)
  Tuan Hoang, Thanh-Toan Do, Huu Le, et al.
  7.50
• Pqcache: Product Quantization-based Kvcache For Long Context LLM Inference (2024)
  Hailin Zhang, Xiaodong Ji, Yilin Chen, et al.
  7.50
• Pqtable: Non-exhaustive Fast Search For Product-quantized Codes Using Hash Tables (2017)
  Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa
  7.16
• Deep Asymmetric Hashing With Dual Semantic Regression And Class Structure Quantization (2021)
  Jianglin Lu, Hailing Wang, Jie Zhou, et al.
  6.77
• Hihpq: Hierarchical Hyperbolic Product Quantization For Unsupervised Image Retrieval (2024)
  Zexuan Qiu, Jiahong Liu, Yankai Chen, et al.
  6.77
• 4bit-quantization In Vector-embedding For RAG (2025)
  Taehee Jeong
  6.21
• Transformer-based Clipped Contrastive Quantization Learning For Unsupervised Image Retrieval (2024)
  Ayush Dubey, Shiv Ram Dubey, Satish Kumar Singh, et al.
  5.84
• Differentiable Product Quantization For Memory Efficient Camera Relocalization (2024)
  Zakaria Laskar, Iaroslav Melekhov, Assia Benbihi, et al.
  5.84
• ARM 4-BIT PQ: Simd-based Acceleration For Approximate Nearest Neighbor Search On ARM (2022)
  Yusuke Matsui, Yoshiki Imaizumi, Naoya Miyamoto, et al.
  5.84
• Beyond Neighbourhood-preserving Transformations For Quantization-based Unsupervised Hashing (2021)
  Sobhan Hemati, H. R. Tizhoosh
  4.52
• Breaking The Hourglass Phenomenon Of Residual Quantization: Enhancing The Upper Bound Of Generative Retrieval (2024)
  Zhirui Kuai, Zuxu Chen, Huimu Wang, et al.
  4.52
• Efficient Document Retrieval By End-to-end Refining And Quantizing BERT Embedding With Contrastive Product Quantization (2022)
  Zexuan Qiu, Qinliang Su, Jianxing Yu, et al.
  4.52
• Routing-guided Learned Product Quantization For Graph-based Approximate Nearest Neighbor Search (2023)
  Qiang Yue, Xiaoliang Xu, Yuxiang Wang, et al.
  4.52
• PQA: Exploring The Potential Of Product Quantization In DNN Hardware Acceleration (2023)
  Ahmed F. Abouelhamayed, Angela Cui, Javier Fernandez-Marques, et al.
  3.58
• Nearest Neighbor Search With Compact Codes: A Decoder Perspective (2021)
  Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, et al.
  3.58
• Weighted Minwise Hashing Beats Linear Sketching For Inner Product Estimation (2023)
  Aline Bessa, Majid Daliri, Juliana Freire, et al.
  3.58
• Matching-oriented Product Quantization For Ad-hoc Retrieval (2021)
  Shitao Xiao, Zheng Liu, Yingxia Shao, et al.
  2.29
• Real-time Indexing For Large-scale Recommendation By Streaming Vector Quantization Retriever (2025)
  Xingyan Bin, Jianfei Cui, Wujie Yan, et al.
  2.26
• Lorann: Low-rank Matrix Factorization For Approximate Nearest Neighbor Search (2024)
  Elias Jääsaari, Ville Hyvönen, Teemu Roos
  2.26
• Optimizing Domain-specific Image Retrieval: A Benchmark Of FAISS And Annoy With Fine-tuned Features (2024)
  Md Shaikh Rahman, Syed Maudud E Rabbi, Muhammad Mahbubur Rashid
  2.26
• Optimization Of Embeddings Storage For RAG Systems Using Quantization And Dimensionality Reduction Techniques (2025)
  Naamán Huerga-Pérez, Rubén Álvarez, Rubén Ferrero-Guillén, et al.
  0.00
• Fast Top-k Cosine Similarity Search Through Xor-friendly Binary Quantization On Gpus (2020)
  Xiaozheng Jian, Jianqiu Lu, Zexi Yuan, et al.
  0.00
• Givens Coordinate Descent Methods For Rotation Matrix Learning In Trainable Embedding Indexes (2022)
  Yunjiang Jiang, Han Zhang, Yiming Qiu, et al.
  0.00
• Fasttext.zip: Compressing Text Classification Models (2016)
  Armand Joulin, Edouard Grave, Piotr Bojanowski, et al.
  0.00
• Interleaved Composite Quantization For High-dimensional Similarity Search (2019)
  Soroosh Khoram, Stephen J Wright, Jing Li
  0.00
• Optimizing Product Deduplication In E-commerce With Multimodal Embeddings (2025)
  Aysenur Kulunk, Berk Taskin, M. Furkan Eseoglu, et al.
  0.00
• Push For Quantization: Deep Fisher Hashing (2019)
  Yunqiang Li, Wenjie Pei, Yufei Zha, et al.
  0.00