Key papers

• Massively Multilingual Sentence Embeddings For Zero-shot Cross-lingual Transfer And Beyond (2018)
  Mikel Artetxe, Holger Schwenk
  26.33
• Yottixel -- An Image Search Engine For Large Archives Of Histopathology Whole Slide Images (2019)
  S. Kalra, C. Choi, S. Shah, et al.
  15.51
• End-to-end Cross-modality Retrieval With CCA Projections And Pairwise Ranking Loss (2017)
  Matthias Dorfer, Jan Schlüter, Andreu Vall, et al.
  14.68
• Enhancing Remote Sensing Image Retrieval With Triplet Deep Metric Learning Network (2019)
  Rui Cao, Qian Zhang, Jiasong Zhu, et al.
  14.58
• Deep Randomized Ensembles For Metric Learning (2018)
  Hong Xuan, Richard Souvenir, Robert Pless
  13.97
• A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge (2023)
  Le Ma et al.
  13.32
• HotSpotter - Patterned Species Instance Recognition (2025)
  Jonathan P. Crall and Charles V. Stewart and Tanya Y. Berger-Wolf and Daniel I. Rubenstein and Siva R. Sundaresan
  13.20
• Neural Vector Spaces For Unsupervised Information Retrieval (2017)
  Christophe van Gysel, Maarten de Rijke, Evangelos Kanoulas
  12.93
• Visual Link Retrieval And Knowledge Discovery In Painting Datasets (2020)
  Giovanna Castellano, Eufemia Lella, Gennaro Vessio
  12.25
• Attribute-aware Deep Hashing With Self-consistency For Large-scale Fine-grained Image Retrieval (2023)
  Xiu-Shen Wei, Yang Shen, Xuhao Sun, et al.
  11.76
• 3D Object Instance Recognition And Pose Estimation Using Triplet Loss With Dynamic Margin (2019)
  Sergey Zakharov, Wadim Kehl, Benjamin Planche, et al.
  11.76
• Efficient Inverted Indexes For Approximate Retrieval Over Learned Sparse Representations (2024)
  Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, et al.
  11.67
• Progressively Optimized Bi-granular Document Representation For Scalable Embedding Based Retrieval (2022)
  Shitao Xiao, Zheng Liu, Weihao Han, et al.
  11.06
• Deep Learning For Image Search And Retrieval In Large Remote Sensing Archives (2020)
  Gencer Sumbul, Jian Kang, Begüm Demir
  10.74
• AMES: Asymmetric And Memory-efficient Similarity Estimation For Instance-level Retrieval (2024)
  Pavel Suma, Giorgos Kordopatis-Zilos, Ahmet Iscen, et al.
  9.70
• A Personalized Dense Retrieval Framework For Unified Information Access (2023)
  Hansi Zeng, Surya Kallumadi, Zaid Alibadi, et al.
  9.03
• Ultra-high Dimensional Sparse Representations With Binarization For Efficient Text Retrieval (2021)
  Kyoung-Rok Jang, Junmo Kang, Giwon Hong, et al.
  8.60
• Orthonormal Product Quantization Network For Scalable Face Image Retrieval (2021)
  Ming Zhang, Xuefei Zhe, Hong Yan
  8.60
• Recurrent Binary Embedding For Gpu-enabled Exhaustive Retrieval From Billion-scale Semantic Vectors (2018)
  Ying Shan, Jian Jiao, Jie Zhu, et al.
  8.35
• AHIR: Deep learning-based autoencoder hashing image retrieval (2026)
  Ahmet Yılmaz et al.
  8.28
• RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval (2024)
  Di Liu et al.
  8.18
• Combating Ambiguity For Hash-code Learning In Medical Instance Retrieval (2021)
  Jiansheng Fang, Huazhu Fu, Dan Zeng, et al.
  7.81
• Benchmarking Pretrained Vision Embeddings For Near- And Duplicate Detection In Medical Images (2023)
  Tuan Truong, Farnaz Khun Jush, Matthias Lenga
  7.16
• Efficient Constant-Space Multi-Vector Retrieval (2025)
  Sean MacAvaney et al.
  7.07
• Zero-shot Dense Retrieval With Momentum Adversarial Domain Invariant Representations (2021)
  Ji Xin, Chenyan Xiong, Ashwin Srinivasan, et al.
  6.77
• MV-HAN: A Hybrid Attentive Networks Based Multi-view Learning Model For Large-scale Contents Recommendation (2022)
  Ge Fan, Chaoyun Zhang, Kai Wang, et al.
  6.34
• Partial 3D Object Retrieval Using Local Binary QUICCI Descriptors And Dissimilarity Tree Indexing (2021)
  Bart Iver van Blokland, Theoharis Theoharis
  6.34
• Live Laparoscopic Video Retrieval With Compressed Uncertainty (2022)
  Tong Yu, Pietro Mascagni, Juan Verde, et al.
  6.34
• WARP: An Efficient Engine for Multi-Vector Retrieval (2025)
  Jan Luca Scheerer et al.
  5.86
• Deep Stochastic Spherical Hashing With Von Mises-Fisher Distributions for Cross-Modal Retrieval (2026)
  Qibing Qin et al.
  5.52
• Fine-tuned But Zero-shot 3D Shape Sketch View Similarity And Retrieval (2023)
  Gianluca Berardi, Yulia Gryaditskaya
  5.24
• You Can't Pick Your Neighbors, Or Can You? When And How To Rely On Retrieval In The \(k\)nn-lm (2022)
  Andrew Drozdov, Shufan Wang, Razieh Rahimi, et al.
  5.24
• Leveraging Approximate Caching for Faster Retrieval-Augmented Generation (2025)
  Shai Bergman et al.
  4.82
• Large Scale Question Paraphrase Retrieval With Smoothed Deep Metric Learning (2019)
  Daniele Bonadiman, Anjishnu Kumar, Arpit Mittal
  4.52
• HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search (2025)
  Qian Xu et al.
  4.47
• Mitigating Errors in LLM-Generated Web API Invocations via Retrieval-Augmented Generation and Constrained Decoding (2026)
  Daniel Maninger et al.
  4.39
• DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph (2025)
  Ziqi Yin et al.
  4.25
• Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval (2025)
  Jiaxing Li and Lin Jiang and Zeqi Ma and Kaihang Jiang and Xiaozhao Fang and Jie Wen
  4.25
• Deep Softtriple hashing for Multi-Label cross-modal retrieval (2026)
  Shuo Han et al.
  4.20
• Deep noise-tolerant hashing for remote sensing image retrieval (2026)
  Chunyu Yan et al.
  4.20
• Pylate: Flexible Training And Retrieval For Late Interaction Models (2025)
  Antoine Chaffin, Raphaël Sourty
  3.81
• Knn-embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval (2022)
  Ahmed El-Kishky, Thomas Markovich, Kenny Leung, et al.
  3.58
• Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation (2026)
  Yeonghwan Song et al.
  3.51
• CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration (2026)
  Hairui Zhu et al.
  3.51
• Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models (2026)
  Julian Killingback et al.
  3.51
• PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails (2026)
  Mingyang Song et al.
  3.51
• RFHNet: Relational and Frequency-Aware Hashing Network for Large-Scale Fine-Grained Food Image Retrieval (2026)
  Junsong Wang et al.
  3.51
• DynaKRAG: A Unified Framework for Learnable Evidence Control in Multi-Hop Retrieval-Augmented Generation (2026)
  Yaqi Wu et al.
  3.51
• Panorama: Fast-Track Nearest Neighbors (2025)
  Vansh Ramani et al.
  3.10
• AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval (2024)
  Kento Tatsuno et al.
  3.09
• LOVO: Efficient Complex Object Query in Large-Scale Video Datasets (2025)
  Yuxin Liu et al.
  2.93
• Drift-adapter: A Practical Approach To Near Zero-downtime Embedding Model Upgrades In Vector Databases (2025)
  Harshil Vejendla
  2.87
• Zero-Shot Hashing Based on Reconstruction With Part Alignment (2025)
  Yan Jiang and Zhongmiao Qi and Jianhao Li and Jiangbo Qian and Chong Wang and Yu Xin
  2.71
• Retailklip : Finetuning Openclip Backbone Using Metric Learning On A Single GPU For Zero-shot Retail Product Image Classification (2023)
  Muktabh Mayank Srivastava
  2.26
• SpikeHash: Learning Binary Codes with Spiking Neural Networks for Cross-Modal Hashing Retrieval (2026)
  Yukuan Zhang et al.
  1.94
• Training-Free Lexical-Dense Fusion for Conversational-Memory Retrieval (2026)
  Christian Lysenst{\o}en
  1.94
• Distributional Approximate Nearest Neighbour Search for Uncertainty-Aware Retrieval (2026)
  Olivier Jeunen
  1.94
• Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization (2026)
  Yufei Chen et al.
  1.94
• Degradation-based Augmented Training For Robust Individual Animal Re-identification (2026)
  Thanos Polychronou, Lukáš Adam, Viktor Penchev, et al.
  1.94
• Automated Lost & Found Retrieval System Using Deep learning and Geospatial Analysis (2026)
  S. Chinchmalatpure et al.
  1.94