Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Entity Disambiguation via Fusion Entity Decoding Junxiong Wang Ali Mousavi Omar Attia Ronak Pradeep Saloni Potdar Alexander M. Rush U. F. Minhas Yunyao Li 87 2 0 02 Apr 2024
BERT-Enhanced Retrieval Tool for Homework Plagiarism Detection System Jiarong Xian Jibao Yuan Peiwei Zheng Dexian Chen 54 1 0 01 Apr 2024
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights Santosh T.Y.S.S R. Haddad Matthias Grabmair AILaw 72 1 0 31 Mar 2024
Memory-Scalable and Simplified Functional Map Learning Robin Magnet M. Ovsjanikov 100 3 0 30 Mar 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs Cheng Jiayang Lin Qiu Chunkit Chan Xin Liu Yangqiu Song Zheng Zhang 87 10 0 30 Mar 2024
Situation Awareness for Driver-Centric Driving Style Adaptation Johann Haselberger Bonifaz Stuhr Bernhard Schick Steffen Müller 65 1 0 28 Mar 2024
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation Zhongliang Zhou Jielu Zhang Zihan Guan Mengxuan Hu Ni Lao Lan Mu Sheng Li Gengchen Mai VLM 149 16 0 28 Mar 2024
ModaLink: Unifying Modalities for Efficient Image-to-PointCloud Place Recognition Weidong Xie Lun Luo Nanfei Ye Yi Ren Shaoyi Du Minhang Wang Jintao Xu Rui Ai Weihao Gu Xieyuanli Chen 3DPC 59 3 0 27 Mar 2024
Efficient Test-Time Adaptation of Vision-Language Models Adilbek Karmanov Dayan Guan Shijian Lu Abdulmotaleb El Saddik Eric Xing TTA VLM 54 47 0 27 Mar 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval Yuchen Suo Fan Ma Linchao Zhu Yi Yang 70 22 0 24 Mar 2024
Efficient Data Access Paths for Mixed Vector-Relational Search Viktor Sanca Anastasia Ailamaki 54 1 0 23 Mar 2024
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning Jonathan Lebensold Maziar Sanjabi Pietro Astolfi Adriana Romero Soriano Kamalika Chaudhuri Mike Rabbat Chuan Guo DiffM 77 4 0 21 Mar 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval Yang Bai Anthony Colas Christan Earl Grant Daisy Zhe Wang 51 1 0 21 Mar 2024
VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place Recognition Yun-Jin Li M. Gladkova Yan Xia Rui Wang Daniel Cremers 102 5 0 21 Mar 2024
Out-of-Distribution Detection Using Peer-Class Generated by Large Language Model K. Huang G. Song Hanwen Su Jiyan Wang OODD 67 1 0 20 Mar 2024
End-to-end multi-modal product matching in fashion e-commerce Sándor Tóth Stephen Wilson Alexia Tsoukara Enric Moreu Anton Masalovich Lars Roemheld 114 0 0 18 Mar 2024
ConvSDG: Session Data Generation for Conversational Search Fengran Mo Bole Yi Kelong Mao Chen Qu Kaiyu Huang Jian-Yun Nie 70 11 0 17 Mar 2024
Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches Igor Sterner Weizhe Lin Jinghong Chen Bill Byrne 54 4 0 17 Mar 2024
TAG: Guidance-free Open-Vocabulary Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki VLM 51 4 0 17 Mar 2024
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection Xiangrui Cai Yang Wang Sihan Xu Hao Li Ying Zhang Zheli Liu Xiaojie Yuan 66 2 0 14 Mar 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck Rita Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 63 3 0 12 Mar 2024
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery Linan Yue Qi Liu Yichao Du Li Wang Weibo Gao Yanqing An 75 5 0 12 Mar 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 106 38 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 140 34 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 Yongjun Xu Xin Luna Dong Christos Faloutsos Lei Li Babak Damavandi Seungwhan Moon 94 9 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 66 8 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 95 12 0 07 Mar 2024
Explaining Genetic Programming Trees using Large Language Models Paula Maddigan Andrew Lensen Bing Xue AI4CE 69 6 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 107 61 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 59 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 115 9 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 58 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 68 5 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 63 7 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 Tengjiao Wang 3DV 268 282 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 61 13 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 101 53 0 28 Feb 2024
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices Abdul Basit Khizar Hussain Muhammad Abdullah Hanif Mohamed Bennai LM&MA 47 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 61 14 0 27 Feb 2024
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control Thong Nguyen Mariya Hendriksen Andrew Yates Maarten de Rijke 78 6 0 27 Feb 2024
Retrieval is Accurate Generation Bowen Cao Deng Cai Leyang Cui Xuxin Cheng Wei Bi Yuexian Zou Shuming Shi 105 8 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 95 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 97 10 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 73 1 0 25 Feb 2024
Repetition Improves Language Model Embeddings Jacob Mitchell Springer Suhas Kotha Daniel Fried Graham Neubig Aditi Raghunathan 85 33 0 23 Feb 2024
Biomedical Entity Linking as Multiple Choice Question Answering Zhenxi Lin Ziheng Zhang Xian Wu Yefeng Zheng 63 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 86 4 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 141 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 59 0 0 22 Feb 2024
Novelty Detection on Radio Astronomy Data using Signatures Paola Arrubarrena M. Lemercier Bojan Nikolic Terry Lyons Thomas Cass 76 5 0 22 Feb 2024