Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 77 21 0 22 Aug 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models Yasuto Hoshi Daisuke Miyashita Youyang Ng Kento Tatsuno Yasuhiro Morioka Osamu Torii J. Deguchi LRM 67 13 0 21 Aug 2023
From Global to Local: Multi-scale Out-of-distribution Detection Ji Zhang Lianli Gao Bingguang Hao Hao Huang Jingkuan Song Jikang Cheng OODD 68 17 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 114 224 0 20 Aug 2023
Geometric instability of graph neural networks on large graphs Emily L Morris Haotian Shen Weiling Du Muhammad Hamza Sajjad Borun Shi GNN 84 0 0 19 Aug 2023
HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding Hanzhuo Tan Chunpu Xu Jing Li Yuqun Zhang Zeyang Fang Zeyu Chen Baohua Lai 48 0 0 19 Aug 2023
Taken by Surprise: Contrast effect for Similarity Scores Thomas C. Bachlechner M. Martone M. Schillo 37 0 0 18 Aug 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 106 40 0 16 Aug 2023
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images Soroosh Tayebi Arasteh Leo Misera Jakob Nikolas Kather Daniel Truhn S. Nebelung 79 9 0 15 Aug 2023
Locally Adaptive and Differentiable Regression Mingxuan Han Varun Shankar J. M. Phillips Chenglong Ye 79 2 0 14 Aug 2023
Three Ways of Using Large Language Models to Evaluate Chat Ondvrej Plátek Vojtvech Hudevcek Patrícia Schmidtová Mateusz Lango Ondrej Dusek ALM 49 6 0 12 Aug 2023
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 81 15 0 10 Aug 2023
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore Sewon Min Suchin Gururangan Eric Wallace Hannaneh Hajishirzi Noah A. Smith Luke Zettlemoyer AILaw 102 67 0 08 Aug 2023
Collective Human Opinions in Semantic Textual Similarity Yuxia Wang Shimin Tao Ning Xie Hao Yang Timothy Baldwin Karin Verspoor 60 4 0 08 Aug 2023
Adapting Foundation Models for Information Synthesis of Wireless Communication Specifications Manikanta Kotaru 124 10 0 08 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 50 9 0 08 Aug 2023
Semantic Equivalence of e-Commerce Queries Aritra Mandal Daniel Tunkelang Zhe Wu 113 2 0 07 Aug 2023
Improving Domain-Specific Retrieval by NLI Fine-Tuning Roman Dusek A. Wawer Christopher Galias Lidia Wojciechowska 58 1 0 06 Aug 2023
Bootstrapping Contrastive Learning Enhanced Music Cold-Start Matching Xinping Zhao Y. Zhang Qiang Xiao Yuming Ren Yingchun Yang 30 6 0 05 Aug 2023
DeDrift: Robust Similarity Search under Content Drift Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 52 10 0 05 Aug 2023
Fast Slate Policy Optimization: Going Beyond Plackett-Luce Otmane Sakhi D. Rohde Nicolas Chopin OffRL 73 4 0 03 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 69 2 0 02 Aug 2023
Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical Education S. S. Manathunga Y. A. Illangasekara RALM 52 15 0 01 Aug 2023
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings Hyeon Jeon Aeri Cho Jinhwa Jang S. Lee Jake Hyun Hyung-Kwon Ko Jaemin Jo Jinwook Seo 88 12 0 01 Aug 2023
Lexically-Accelerated Dense Retrieval Hrishikesh Kulkarni Sean MacAvaney Nazli Goharian O. Frieder 52 11 0 31 Jul 2023
Sampling to Distill: Knowledge Transfer from Open-World Data Yuzheng Wang Zhaoyu Chen Jie M. Zhang Dingkang Yang Zuhao Ge Yang Liu Siao Liu Yunquan Sun Wenqiang Zhang Lizhe Qi 82 9 0 31 Jul 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 77 9 0 30 Jul 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 127 0 0 28 Jul 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga C. Zakka Yashodhara Dalmia E. Reis Pranav Rajpurkar J. Leskovec LM&MA MedIm 88 272 0 27 Jul 2023
Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification Sareh Ahmadi Aditya Shah Edward A. Fox 24 1 0 27 Jul 2023
Large-scale Fully-Unsupervised Re-Identification Gabriel Bertocco Fernanda A. Andaló Terrance E. Boult Anderson de Rezende Rocha 80 1 0 26 Jul 2023
Our Nudges, Our Selves: Tailoring Mobile User Engagement Using Personality N. Jamalian Marios Constantinides Sagar Joglekar Xueni Pan Daniele Quercia 130 0 0 24 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Steven C. H. Hoi 3DH 83 8 0 24 Jul 2023
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection Yujin Lee Harin Lim Seoyoon Jang H. Yoon 72 4 0 24 Jul 2023
Image Outlier Detection Without Training using RANSAC Chen-Han Tsai Yu-Shao Peng 118 0 0 23 Jul 2023
Alleviating the Long-Tail Problem in Conversational Recommender Systems Zhipeng Zhao Kun Zhou Xiaolei Wang Wayne Xin Zhao Fan Pan Bo Zhao Ji-Rong Wen 63 13 0 21 Jul 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao Qingbin Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 119 135 0 20 Jul 2023
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval Nandan Thakur Kexin Wang Iryna Gurevych Jimmy J. Lin 49 3 0 19 Jul 2023
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition Gabriele Trivigno Gabriele Berton J. Aragon Barbara Caputo Carlo Masone 55 2 0 17 Jul 2023
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks Yi-Syuan Chen Yun-Zhu Song Cheng Yu Yeo Bei Liu Jianlong Fu Hong-Han Shuai VLM LRM 90 4 0 15 Jul 2023
Copy Is All You Need Tian Lan Deng Cai Yan Wang Heyan Huang Xian-Ling Mao 79 30 0 13 Jul 2023
Pluggable Neural Machine Translation Models via Memory-augmented Adapters Yuzhuang Xu Shuo Wang Peng Li Xuebo Liu Xiaolong Wang Weidong Liu Yang Liu 84 1 0 12 Jul 2023
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation Lianshang Cai Xin Mao Youshao Xiao Changxu Wu Man Lan AI4TS 88 5 0 12 Jul 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 59 18 0 11 Jul 2023
Efficient Match Pair Retrieval for Large-scale UAV Images via Graph Indexed Global Descriptor San Jiang Yichen Ma Qingquan Li Wanshou Jiang Bingxuan Guo Lelin Li Lizhe Wang 3DV 59 5 0 10 Jul 2023
Linear Alignment of Vision-language Models for Image Captioning Fabian Paischer M. Hofmarcher Sepp Hochreiter Thomas Adler CLIP VLM 155 0 0 10 Jul 2023
Focused Transformer: Contrastive Training for Context Scaling Szymon Tworkowski Konrad Staniszewski Mikolaj Pacek Yuhuai Wu Henryk Michalewski Piotr Milo's 74 141 0 06 Jul 2023
A Novel Site-Agnostic Multimodal Deep Learning Model to Identify Pro-Eating Disorder Content on Social Media J. Feldman 44 0 0 06 Jul 2023
Track Mix Generation on Music Streaming Services using Transformers Walid Bendada Théo Bontempelli M. Morlon Benjamin Chapus Thibault Cador Thomas Bouabça Guillaume Salha-Galvan 103 9 0 06 Jul 2023
VerifAI: Verified Generative AI Nan Tang Chenyu Yang Ju Fan Lei Cao Yuyu Luo Alon Halevy 66 18 0 06 Jul 2023