Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model Julia Barnett Hugo Flores Garcia Bryan Pardo 76 7 0 25 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 102 18 0 25 Jan 2024
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning Chaofan Pan Lingfei Ren Hao Wang Linbo Xiong Wei Wei Yonghao Li Xin Yang 127 3 0 25 Jan 2024
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 Xuchao Zhang Supriyo Ghosh Chetan Bansal Rujia Wang Ming-Jie Ma Yu Kang Saravan Rajmohan 74 27 0 24 Jan 2024
Multi-level Cross-modal Alignment for Image Clustering Liping Qiu Qin Zhang Xiaojun Chen Shao-Qian Cai 28 1 0 22 Jan 2024
BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU V. Karthik Saim Khan Somesh Singh H. Simhadri Jyothi Vedurada GNN 74 12 0 20 Jan 2024
Learning High-Quality and General-Purpose Phrase Representations Lihu Chen Gaël Varoquaux Fabian M. Suchanek 88 3 0 18 Jan 2024
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture M. A. D. L. Balaguer Vinamra Benara Renato Luiz de Freitas Cunha Roberto de M. Estevao Filho Todd Hendry ... Morris Sharp B. Silva Swati Sharma Vijay Aski Ranveer Chandra FaML 96 91 0 16 Jan 2024
Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation M. Esplà-Gomis Víctor M. Sánchez-Cartagena J. A. Pérez-Ortiz F. Sánchez-Martínez 70 3 0 16 Jan 2024
Incremental Extractive Opinion Summarization Using Cover Trees Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Manzil Zaheer Andrew McCallum Amr Ahmed Snigdha Chaturvedi 63 3 0 16 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 103 20 0 16 Jan 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 197 184 0 16 Jan 2024
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series Zhihao Yu Xu Chu Liantao Ma Yasha Wang Wenwu Zhu AI4TS 43 2 0 14 Jan 2024
Curator: Efficient Indexing for Multi-Tenant Vector Databases Yicheng Jin Yongji Wu Wenjun Hu B. M. Maggs Xiao Zhang Danyang Zhuo 28 2 0 13 Jan 2024
Lifelogging As An Extreme Form of Personal Information Management -- What Lessons To Learn Ly-Duyen Tran C. Gurrin Alan F. Smeaton 29 1 0 11 Jan 2024
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism Brian Thompson Mehak Preet Dhaliwal Peter Frisch Tobias Domhan Marcello Federico 88 17 0 11 Jan 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 85 9 0 11 Jan 2024
BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation Samuele Garda Ulf Leser 95 2 0 10 Jan 2024
Effective pruning of web-scale datasets based on complexity of concept clusters Amro Abbas E. Rusak Kushal Tirumala Wieland Brendel Kamalika Chaudhuri Ari S. Morcos VLM CLIP 62 23 0 09 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 60 3 0 07 Jan 2024
CaMML: Context-Aware Multimodal Learner for Large Models Yixin Chen Shuai Zhang Boran Han Tong He Bo Li VLM 108 4 0 06 Jan 2024
Let's Get It Started: Fostering the Discoverability of New Releases on Deezer Léa Briand Théo Bontempelli Walid Bendada M. Morlon François Rigaud Benjamin Chapus Thomas Bouabça Guillaume Salha-Galvan 74 5 0 05 Jan 2024
Location Aware Modular Biencoder for Tourism Question Answering Haonan Li Martin Tomko Timothy Baldwin KELM 49 0 0 04 Jan 2024
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Shangyu Wu Ying Xiong Yufei Cui Xue Liu Buzhou Tang Tei-Wei Kuo Chun Jason Xue 72 2 0 04 Jan 2024
A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models Vansh Sharma Venkat Raman 45 7 0 31 Dec 2023
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 77 2 0 30 Dec 2023
Structured Packing in LLM Training Improves Long Context Utilization Konrad Staniszewski Szymon Tworkowski Sebastian Jaszczur Yu Zhao Henryk Michalewski Lukasz Kuciñski Piotr Milo's 116 13 0 28 Dec 2023
Learning the Dynamic Correlations and Mitigating Noise by Hierarchical Convolution for Long-term Sequence Forecasting Zhihao Yu Liantao Ma Yasha Wang Junfeng Zhao AI4TS 69 0 0 28 Dec 2023
LeanVec: Searching vectors faster by making them fit Mariano Tepper Ishwar Bhati Cecilia Aguerrebere Mark Hildebrand Ted Willke VLM OODD 68 2 0 26 Dec 2023
Align on the Fly: Adapting Chatbot Behavior to Established Norms Chunpu Xu Steffi Chern Ethan Chern Ge Zhang Zekun Wang Ruibo Liu Jing Li Jie Fu Pengfei Liu 66 20 0 26 Dec 2023
ShallowBlocker: Improving Set Similarity Joins for Blocking Nils Barlaug FedML 145 1 0 26 Dec 2023
ESGReveal: An LLM-based approach for extracting structured data from ESG reports Yi Zou Mengying Shi Zhongjie Chen Zhu Deng Zongxiong Lei Zihan Zeng Shiming Yang Hongxiang Tong Lei Xiao Wenwen Zhou 81 10 0 25 Dec 2023
Parrot Captions Teach CLIP to Spot Text Yiqi Lin Conghui He Alex Jinpeng Wang Bin Wang Weijia Li Mike Zheng Shou 94 7 0 21 Dec 2023
kNN-CTC: Enhancing ASR via Retrieval of CTC Pseudo Labels Jiaming Zhou Shiwan Zhao Yaqi Liu Wenjia Zeng Yong Chen Yong Qin 83 10 0 21 Dec 2023
Fine-tuning Large Language Models for Adaptive Machine Translation Yasmin Moslem Rejwanul Haque Andy Way 51 29 0 20 Dec 2023
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang Chaoyun Zhang Shilin He Zhihao Yang Ming-Jie Ma ... Yu Kang Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 87 20 0 19 Dec 2023
BioSpark: An End-to-End Generative System for Biological-Analogical Inspirations and Ideation Hyeonsu B Kang David Chuan-En Lin Nikolas Martelaro A. Kittur Yan-Ying Chen Matthew K. Hong 80 11 0 18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 69 8 0 17 Dec 2023
SPT: Fine-Tuning Transformer-based Language Models Efficiently with Sparsification Yuntao Gui Xiao Yan Peiqi Yin Han Yang James Cheng 79 2 0 16 Dec 2023
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs Huaiyuan Ying Zhengyun Zhao Yang Zhao Sihang Zeng Sheng Yu 51 3 0 13 Dec 2023
Prototypical Self-Explainable Models Without Re-training Srishti Gautam Ahcène Boubekki Marina M.-C. Höhne Michael C. Kampffmeyer 92 2 0 13 Dec 2023
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images Tuan Truong Farnaz Khun Jush Matthias Lenga 69 3 0 12 Dec 2023
RAFIC: Retrieval-Augmented Few-shot Image Classification Hangfei Lin Li Miao Amir Ziai 21 0 0 11 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 105 151 0 10 Dec 2023
ESPN: Memory-Efficient Multi-Vector Information Retrieval Susav Shrestha Narasimha Reddy Zongwang Li 71 7 0 09 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 137 88 0 08 Dec 2023
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering Mobashir Sadat Zhengyu Zhou Lukas Lange Jun Araki Arsalan Gundroo Bingqing Wang Rakesh R Menon Md. Rizwan Parvez Zhe Feng HILM 86 38 0 08 Dec 2023
Predictive Chemistry Augmented with Text Retrieval Yujie Qian Zhening Li Zhengkai Tu Connor W. Coley Regina Barzilay 48 9 0 08 Dec 2023
STraceBERT: Source Code Retrieval using Semantic Application Traces Claudio Spiess 64 0 0 07 Dec 2023
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs Kacper Kapusniak Manuel Burger Gunnar Rätsch Amir Joudaki 38 1 0 06 Dec 2023