Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning Yucheng Shi Kaixiong Zhou Ninghao Liu 86 12 0 03 Jul 2023
REAL: A Representative Error-Driven Approach for Active Learning Cheng Chen Yong Wang Lizi Liao Yueguo Chen Xiaoyong Du 109 2 0 03 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 89 115 0 02 Jul 2023
SSP: Self-Supervised Post-training for Conversational Search Quan Tu Shen Gao Xiaolong Wu Bo Zhao Jiaxin Wen Rui Yan 47 0 0 02 Jul 2023
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting Patrick Emami A. Sahu Peter Graf AI4TS 99 15 0 30 Jun 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang Hamed Firooz RALM 72 3 0 30 Jun 2023
A Massive Scale Semantic Similarity Dataset of Historical English Emily Silcock Melissa Dell 66 5 0 30 Jun 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models P. Rajpoot Ankur P. Parikh 79 14 0 30 Jun 2023
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering Alireza Salemi Mahta Rafiee Hamed Zamani 63 10 0 28 Jun 2023
cuSLINK: Single-linkage Agglomerative Clustering on the GPU Corey J. Nolet Divye Gala Alexandre Fender Mahesh M. Doijade Joe Eaton Edward Raff John Zedlewski Brad Rees Tim Oates 21 5 0 28 Jun 2023
Full Automation of Goal-driven LLM Dialog Threads with And-Or Recursors and Refiner Oracles Paul Tarau LRM 56 1 0 24 Jun 2023
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models Cristian Santini Etienne Posthumus Mary Ann Tan O. Bruns Tabea Tietz Harald Sack CLIP MLLM VLM 13 0 0 23 Jun 2023
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking Hai-Tao Zheng Yong Jiang Yongqian Li Xingyu Lu Pengjun Xie Ying Shen Haitao Zheng RALM 106 7 0 21 Jun 2023
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition Shubham Jain Ana-Maria Cretu Antoine Cully Yves-Alexandre de Montjoye 79 6 0 20 Jun 2023
Retrieval-Based Transformer for Table Augmentation Michael R. Glass Xueqing Wu Ankita Rajaram Naik Gaetano Rossiello A. Gliozzo RALM LMTD 83 6 0 20 Jun 2023
GIO: Gradient Information Optimization for Training Dataset Selection Dante Everaert Christopher Potts 115 6 0 20 Jun 2023
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Zilun Zhang Tiancheng Zhao Yulong Guo Yuxiang Cai DiffM VLM 127 66 0 20 Jun 2023
Co-design Hardware and Algorithm for Vector Search Wenqi Jiang Shigang Li Yu Zhu Johannes de Fine Licht Zhenhao He ... Cédric Renggli Shuai Zhang Theodoros Rekatsinas Torsten Hoefler Gustavo Alonso 142 24 0 19 Jun 2023
Unsupervised Open-domain Keyphrase Generation Lam Thanh Do Pritom Saha Akash Kevin Chen-Chuan Chang 75 0 0 19 Jun 2023
Neural Priming for Sample-Efficient Adaptation Matthew Wallingford Vivek Ramanujan Alex Fang Aditya Kusupati Roozbeh Mottaghi Aniruddha Kembhavi Ludwig Schmidt Ali Farhadi VLM 180 15 0 16 Jun 2023
Multilingual End to End Entity Linking Mikhail Plekhanov Nora Kassner Kashyap Popat Louis Martin Simone Merello Borislav M. Kozlovskii F. Dreyer Nicola Cancedda 68 7 0 15 Jun 2023
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control Longtao Zheng Rongpin Wang Xinrun Wang Bo An LLMAG 87 73 0 13 Jun 2023
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard Ehsan Kamalloo Nandan Thakur Carlos Lassance Xueguang Ma Jheng-Hong Yang Jimmy J. Lin 69 15 0 13 Jun 2023
No Free Lunch: The Hazards of Over-Expressive Representations in Anomaly Detection Tal Reiss Niv Cohen Yedid Hoshen UQCV 99 5 0 12 Jun 2023
Augmenting Language Models with Long-Term Memory Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei KELM RALM 102 95 0 12 Jun 2023
CARL-G: Clustering-Accelerated Representation Learning on Graphs William Shiao Uday Singh Saini Yozen Liu Tong Zhao Neil Shah Evangelos E. Papalexakis SSL OOD 84 7 0 12 Jun 2023
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation Wenhao Zhu Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen 75 11 0 10 Jun 2023
KIT's Multilingual Speech Translation System for IWSLT 2023 Danni Liu Thai-Binh Nguyen Sai Koneru Enes Yavuz Ugan Ngoc-Quan Pham Tuan-Nam Nguyen Tu Anh Dinh Carlos Mullov A. Waibel Jan Niehues 73 7 0 08 Jun 2023
Unified Embedding Based Personalized Retrieval in Etsy Search Rishikesh Jha Siddharth Subramaniyam E. Benjamin T. Taula DML 47 3 0 07 Jun 2023
Proximity-Informed Calibration for Deep Neural Networks Miao Xiong Ailin Deng Pang Wei Koh Jiaying Wu Shen Li Jianqing Xu Bryan Hooi UQCV 161 15 0 07 Jun 2023
Retrosynthesis Prediction with Local Template Retrieval Shufang Xie Rui Yan Junliang Guo Yingce Xia Lijun Wu Tao Qin 86 12 0 07 Jun 2023
Revisiting Neural Retrieval on Accelerators Jiaqi Zhai Zhaojie Gong Yueming Wang Xiao Sun Zheng Yan Fu Li Xing Liu 69 12 0 06 Jun 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue M. Eremeev Ilya Valmianski X. Amatriain Anitha Kannan 66 5 0 06 Jun 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Zhiyong Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 91 9 0 06 Jun 2023
LRVS-Fashion: Extending Visual Search with Referring Instructions Simon Lepage Jérémie Mary David Picard 66 1 0 05 Jun 2023
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency Yuxuan Wang Hong Lyu 66 2 0 05 Jun 2023
Learning to Relate to Previous Turns in Conversational Search Fengran Mo J. Nie Kaiyu Huang Kelong Mao Yutao Zhu Peng Li Yang Liu 95 27 0 05 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 64 7 0 05 Jun 2023
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification Jintao Rong Hao Chen Tianrun Chen Linlin Ou Xinyi Yu Yifan Liu VLM VPVLM 58 6 0 04 Jun 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Ramon Sanabria Ondˇrej Klejch Hao Tang Sharon Goldwater 51 2 0 03 Jun 2023
RITA: Group Attention is All You Need for Timeseries Analytics Jiaming Liang Lei Cao Samuel Madden Z. Ives Guoliang Li AI4TS 41 1 0 02 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 76 31 0 02 Jun 2023
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration Aleksandra Piktus Odunayo Ogundepo Christopher Akiki Akintunde Oladipo Xinyu Crystina Zhang Hailey Schoelkopf Stella Biderman Martin Potthast Jimmy J. Lin CVBM 73 10 0 02 Jun 2023
Heterogeneous Knowledge for Augmented Modular Reinforcement Learning Lorenz Wolf Mirco Musolesi OffRL 65 0 0 01 Jun 2023
Vocabulary-free Image Classification Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 114 27 0 01 Jun 2023
Too Large; Data Reduction for Vision-Language Pre-Training Alex Jinpeng Wang Kevin Qinghong Lin David Junhao Zhang Stan Weixian Lei Mike Zheng Shou VLM 65 24 0 31 May 2023
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language Konrad Wojtasik Vadim Shishkin Kacper Wolowiec Arkadiusz Janz Maciej Piasecki 58 11 0 31 May 2023
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting R. Ramos Bruno Martins Desmond Elliott VLM 55 16 0 31 May 2023
AdANNS: A Framework for Adaptive Semantic Search Aniket Rege Aditya Kusupati S. SharanRanjit Alan Fan Qingqing Cao Sham Kakade Prateek Jain Ali Farhadi 85 6 0 30 May 2023
Event-Centric Query Expansion in Web Search Yanan Zhang Weijie Cui Yangfan Zhang Xiaoling Bai Zhe Zhang Jin Ma Xinyu Chen Tianhua Zhou 62 2 0 30 May 2023