Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 33 31 0 10 Mar 2024
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design Wenqi Jiang Shuai Zhang Boran Han Jie Wang Bernie Wang Tim Kraska 3DV 90 24 0 08 Mar 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM Jielin Qiu Andrea Madotto Zhaojiang Lin Paul A. Crook Y. Xu Xin Luna Dong Christos Faloutsos Lei Li Babak Damavandi Seungwhan Moon 36 8 0 07 Mar 2024
mmPlace: Robust Place Recognition with Intermediate Frequency Signal of Low-cost Single-chip Millimeter Wave Radar Chengzhen Meng Yifan Duan Chenming He Dequan Wang Xiaoran Fan Yanyong Zhang 29 7 0 07 Mar 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy SeongKu Kang Shivam Agarwal Bowen Jin Dongha Lee Hwanjo Yu Jiawei Han 57 6 0 07 Mar 2024
Explaining Genetic Programming Trees using Large Language Models Paula Maddigan Andrew Lensen Bing Xue AI4CE 24 5 0 06 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 41 53 0 05 Mar 2024
PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset Arda Uzunouglu Abdalfatah Rashid Safa Gözde Gül Sahin LRM 22 2 0 05 Mar 2024
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors Yannan He Garvita Tiwari Tolga Birdal J. E. Lenssen Gerard Pons-Moll 29 8 0 05 Mar 2024
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching M. Maimaiti Yuanhang Zheng Ji Zhang Fei Huang Yue Zhang Wenpei Luo Kaiyu Huang LRM 28 0 0 03 Mar 2024
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis Songhua Yang Xinke Jiang Hanjie Zhao Wenxuan Zeng Hongde Liu Yuxiang Jia 29 4 0 02 Mar 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems Xiao Yu Yunan Lu Zhou Yu RALM 28 5 0 01 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 115 224 0 29 Feb 2024
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection Hao Wang Zeyu Gao Chao Zhang Mingyang Sun Yuchen Zhou Han Qiu Xiangwei Xiao 36 9 0 29 Feb 2024
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist Wentao Zhang Lingxuan Zhao Haochong Xia Shuo Sun Jiaze Sun ... Yilei Zhao Xinyu Cai Longtao Zheng Xinrun Wang Bo An AIFin 38 33 0 28 Feb 2024
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices Abdul Basit Khizar Hussain Muhammad Abdullah Hanif Muhammad Shafique LM&MA 27 5 0 28 Feb 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents Corby Rosset Ho-Lam Chung Guanghui Qin Ethan C. Chau Zhuo Feng Ahmed Hassan Awadallah Jennifer Neville Nikhil Rao 35 10 0 27 Feb 2024
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control Thong Nguyen Mariya Hendriksen Andrew Yates Maarten de Rijke 40 7 0 27 Feb 2024
Retrieval is Accurate Generation Bowen Cao Deng Cai Leyang Cui Xuxin Cheng Wei Bi Yuexian Zou Shuming Shi 35 6 0 27 Feb 2024
PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes César R. de Souza Namil Kim Jiwon Kim Riccardo Volpi Diane Larlus ObjD 23 2 0 27 Feb 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Bowen Jin M. D. Wang Joyce C. Ho Carl Yang 30 8 0 25 Feb 2024
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities B. Gebre Karoliina Ranta S. V. D. Elzen Ernst Kuiper Thijs Baars Tom Heskes 33 1 0 25 Feb 2024
Repetition Improves Language Model Embeddings Jacob Mitchell Springer Suhas Kotha Daniel Fried Graham Neubig Aditi Raghunathan 45 29 0 23 Feb 2024
Biomedical Entity Linking as Multiple Choice Question Answering Zhenxi Lin Ziheng Zhang Xian Wu Yefeng Zheng 33 2 0 23 Feb 2024
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval Antoine Louis V. Saxena Gijs van Dijck Gerasimos Spanakis 40 5 0 23 Feb 2024
An Avalanche of Images on Telegram Preceded Russia's Full-Scale Invasion of Ukraine William Theisen Michael Yankoski Kristina Höök Ernesto Verdeja Walter J. Scheirer Tim Weninger 21 0 0 22 Feb 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks Somnath Banerjee Maulindu Sarkar Punyajoy Saha Binny Mathew Animesh Mukherjee TDI 34 0 0 22 Feb 2024
Novelty Detection on Radio Astronomy Data using Signatures Paola Arrubarrena M. Lemercier Bojan Nikolic Terry Lyons Thomas Cass 33 5 0 22 Feb 2024
Analysing The Impact of Sequence Composition on Language Model Pre-Training Yu Zhao Yuanbin Qu Konrad Staniszewski Szymon Tworkowski Wei Liu Piotr Milo's Yuxiang Wu Pasquale Minervini 34 14 0 21 Feb 2024
FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning Chenhao Li Elijah Stanger-Jones Steve Heim Sangbae Kim 41 9 0 21 Feb 2024
Privacy-Preserving Instructions for Aligning Large Language Models Da Yu Peter Kairouz Sewoong Oh Zheng Xu 32 17 0 21 Feb 2024
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling Lingxi Zhang Yue Yu Kuan-Chieh Jackson Wang Chao Zhang VLM RALM 22 4 0 21 Feb 2024
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory Zexue He Leonid Karlinsky Donghyun Kim Julian McAuley Dmitry Krotov Rogerio Feris KELM RALM 35 10 0 21 Feb 2024
Learning to Retrieve for Job Matching Jianqiang Shen Yuchin Juan Shaobo Zhang Ping Liu Wen Pu ... Qilnli Guo Daniel Hewlett Luke Simon Liangjie Hong Wenjing Zhang 16 1 0 21 Feb 2024
Xling: A Learned Filter Framework for Accelerating High-Dimensional Approximate Similarity Join Yifan Wang Vyom Pathak Daisy Zhe Wang 18 0 0 20 Feb 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data Dehai Min Nan Hu Rihui Jin Nuo Lin Jiaoyan Chen ... Yu Li Guilin Qi Yun Li Nijun Li Qianren Wang LMTD 33 13 0 20 Feb 2024
Defending Jailbreak Prompts via In-Context Adversarial Game Yujun Zhou Yufei Han Haomin Zhuang Kehan Guo Zhenwen Liang Hongyan Bao Xiangliang Zhang LLMAG AAML 34 11 0 20 Feb 2024
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students Matthew Shu Nishant Balepur Shi Feng Jordan L. Boyd-Graber AI4Ed HAI 13 3 0 19 Feb 2024
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search Chanwoong Yoon Gangwoo Kim Byeongguk Jeon Sungdong Kim Yohan Jo Jaewoo Kang RALM KELM 37 12 0 19 Feb 2024
Modelling Political Coalition Negotiations Using LLM-based Agents Farhad Moghimifar Yuan-Fang Li Robert Thomson Gholamreza Haffari LLMAG 38 5 0 18 Feb 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs Minh-Vuong Nguyen Linhao Luo Fatemeh Shiri Dinh Q. Phung Yuan-Fang Li Thuy-Trang Vu Gholamreza Haffari KELM LRM 25 9 0 17 Feb 2024
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents Lingbo Mo Zeyi Liao Boyuan Zheng Yu-Chuan Su Chaowei Xiao Huan Sun AAML LLMAG 41 14 0 15 Feb 2024
X-lifecycle Learning for Cloud Incident Management using LLMs Drishti Goel Fiza Husain Aditya Singh Supriyo Ghosh Anjaly Parayil Chetan Bansal Xuchao Zhang Saravan Rajmohan 66 13 0 15 Feb 2024
Generating Diverse Translation with Perturbed kNN-MT Yuto Nishida Makoto Morishita Hidetaka Kamigaito Taro Watanabe 21 1 0 14 Feb 2024
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency Yannis Kalantidis Mert Bulent Sariyildiz Rafael Sampaio de Rezende Philippe Weinzaepfel Diane Larlus G. Csurka 19 0 0 14 Feb 2024
Nearest Neighbor Representations of Neural Circuits Kordag Mehmet Kilic Jin Sima J. Bruck NAI 18 0 0 13 Feb 2024
A Novel Approach to Regularising 1NN classifier for Improved Generalization Aditya Challa Sravan Danda Laurent Najman 18 2 0 13 Feb 2024
PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers Weizhe Lin Jingbiao Mei Jinghong Chen Bill Byrne VLM AI4Ed 74 17 0 13 Feb 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 35 1 0 13 Feb 2024
Nearest Neighbour Score Estimators for Diffusion Generative Models Matthew Niedoba Dylan Green Saeid Naderiparizi Vasileios Lioutas J. Lavington ... Ke Zhang Setareh Dabiri Adam Scibior Berend Zwartsenberg Frank D. Wood DiffM 27 0 0 12 Feb 2024