Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
INGREX: An Interactive Explanation Framework for Graph Neural Networks Tien-Cuong Bui Van-Duc Le Wen-Syan Li S. Cha 127 0 0 03 Nov 2022
$D^2$ SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm Hao Xu Peize Liu Xinyi Chen Shaojie Shen 91 37 0 03 Nov 2022
When Language Model Meets Private Library Daoguang Zan Bei Chen Zeqi Lin Bei Guan Yongji Wang Jian-Guang Lou ALM 118 72 0 31 Oct 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 82 6 0 31 Oct 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu Yu Zhao Baotian Hu Pasquale Minervini Pontus Stenetorp Sebastian Riedel RALM KELM 95 44 0 30 Oct 2022
On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors Zaharah Bukhsh Aaqib Saeed OODD 74 9 0 27 Oct 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval Gyuwan Kim Jinhyuk Lee Barlas Oğuz Wenhan Xiong Yizhe Zhang Yashar Mehdad William Yang Wang 77 2 0 25 Oct 2022
Active Exploration for Robotic Manipulation Tim Schneider Boris Belousov Georgia Chalvatzaki Diego Romeres Devesh K. Jha Jan Peters 129 11 0 23 Oct 2022
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 76 26 0 22 Oct 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 213 15 0 22 Oct 2022
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders Yupeng Hou Zhankui He Julian McAuley Wayne Xin Zhao 122 136 0 22 Oct 2022
GLCC: A General Framework for Graph-Level Clustering Wei Ju Yiyang Gu Binqi Chen Gongbo Sun Yifang Qin Xing Liu Xiao Luo Ming Zhang 99 42 0 21 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 93 36 0 21 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 53 11 0 21 Oct 2022
VTC: Improving Video-Text Retrieval with User Comments Laura Hanu James Thewlis Yuki M. Asano Christian Rupprecht VGen 113 8 0 19 Oct 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 86 6 0 19 Oct 2022
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation Xin Mao Wenting Wang Yuanbin Wu Man Lan 3DV 95 36 0 19 Oct 2022
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation Shentong Mo Zhun Sun Chao Li 50 11 0 18 Oct 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis Shuai Fan Chen Lin Haonan Li Zheng-Wen Lin Jinsong Su Hang Zhang Yeyun Gong Jian Guo Nan Duan VLM 67 19 0 18 Oct 2022
Towards Robust k-Nearest-Neighbor Machine Translation Hui Jiang Ziyao Lu Fandong Meng Chulun Zhou Jie Zhou Degen Huang Jinsong Su OOD 63 20 0 17 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 56 2 0 14 Oct 2022
Robust Candidate Generation for Entity Linking on Short Social Media Texts Liam Hebert Raheleh Makki Shubhanshu Mishra H. Saghir Anush Kamath Yuval Merhav 29 4 0 14 Oct 2022
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media Somin Wadhwa Vivek Khetan Silvio Amir Byron C. Wallace 66 19 0 12 Oct 2022
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zong-xiao Li Chong You Srinadh Bhojanapalli Daliang Li A. S. Rawat ... Kenneth Q Ye Felix Chern Felix X. Yu Ruiqi Guo Surinder Kumar MoE 83 96 0 12 Oct 2022
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm Hongming Zhang Yintong Huo Yanai Elazar Yangqiu Song Yoav Goldberg Dan Roth LRM 77 3 0 12 Oct 2022
Clustering the Sketch: A Novel Approach to Embedding Table Compression Henry Ling-Hei Tsang Thomas Dybdahl Ahle 88 1 0 12 Oct 2022
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension Xin Lv Yankai Lin Zijun Yao Kaisheng Zeng Jiajie Zhang Lei Hou Juanzi Li RALM 52 0 0 12 Oct 2022
Match Cutting: Finding Cuts with Smooth Visual Transitions Boris Chen Amir Ziai Rebecca Tucker Yuchen Xie VGen 95 14 0 11 Oct 2022
Decoupled Context Processing for Context Augmented Language Modeling Zonglin Li Ruiqi Guo Surinder Kumar RALM KELM 74 24 0 11 Oct 2022
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval Peitian Zhang Zheng Liu Shitao Xiao Zhicheng Dou Jing Yao 75 6 0 11 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 181 14 0 11 Oct 2022
Contrastive Trajectory Similarity Learning with Dual-Feature Attention Yanchuan Chang Jianzhong Qi Yuxuan Liang E. Tanin 93 41 0 11 Oct 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 197 25 0 10 Oct 2022
Visually Similar Products Retrieval for Shopsy P. Nadkarni Narendra Varma Dasararaju 43 0 0 10 Oct 2022
Noise-Robust De-Duplication at Scale Emily Silcock Luca DÁmico-Wong Jinglin Yang Melissa Dell SyDa 85 20 0 09 Oct 2022
Enhanced vectors for top-k document retrieval in Question Answering M. Hammad 139 0 0 08 Oct 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 105 77 0 07 Oct 2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 56 1 0 07 Oct 2022
SpaceQA: Answering Questions about the Design of Space Missions and Space Craft Concepts Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez J. Martínez-Heras A. Donati Ilaria Roma 50 6 0 07 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 90 2 0 06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 77 182 0 06 Oct 2022
Active Image Indexing Pierre Fernandez Matthijs Douze Hervé Jégou Teddy Furon VLM 60 10 0 05 Oct 2022
Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image Features Deepa Gupta R. Loane Soumya Gayen Dina Demner-Fushman MedIm 55 7 0 05 Oct 2022
Nonparametric Decoding for Generative Retrieval Hyunji Lee Jaeyoung Kim Hoyeon Chang Hanseok Oh Sohee Yang Vladimir Karpukhin Yi Lu Minjoon Seo RALM 85 5 0 05 Oct 2022
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering T. McDonald Brian Tsan Amar Saini Juanita Ordoñez Luis Gutierrez Phan-Anh-Huy Nguyen Blake Mason Brenda Ng RALM 73 3 0 04 Oct 2022
ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training Antonio Norelli Marco Fumero Valentino Maiorca Luca Moschella Emanuele Rodolà Francesco Locatello VLM 154 36 0 04 Oct 2022
CEREAL: Few-Sample Clustering Evaluation Nihal V. Nayak Ethan R. Elenberg Clemens Rosenbaum 63 0 0 30 Sep 2022
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu Shenmin Zhang Patrick Ng Henghui Zhu Alexander Hanbo Li Jun Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 237 87 0 30 Sep 2022
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation R. Ramos Bruno Martins Desmond Elliott Yova Kementchedjhieva VLM 77 89 0 30 Sep 2022
PROD: Progressive Distillation for Dense Retrieval Zhenghao Lin Yeyun Gong Xiao Liu Hang Zhang Chen Lin ... Jian Jiao Jing Lu Daxin Jiang Rangan Majumder Nan Duan 118 27 0 27 Sep 2022