Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown

Title
CRM: Retrieval Model with Controllable Condition Chi Liu Jiangxia Cao Rui Huang Kuo Cai Weifeng Ding Qiang Luo Kun Gai Guorui Zhou 85 1 0 18 Dec 2024
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data V. Saxena Benjamin Bashpole Gijs van Dijck Gerasimos Spanakis 91 0 0 18 Dec 2024
Enhancing Visual Re-ranking through Denoising Nearest Neighbor Graph via Continuous CRF JaeYoon Kim Y. Cho Taeyong Kim Sung-eui Yoon 113 0 0 18 Dec 2024
Boosting LLM-based Relevance Modeling with Distribution-Aware Robust Learning Hong Liu Saisai Gong Yixin Ji Kaixin Wu Jia Xu Jinjie Gu 135 2 0 17 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao Chunyan Miao 184 1 0 12 Dec 2024
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng Mingxing Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 197 5 0 08 Dec 2024
Optimizing Domain-Specific Image Retrieval: A Benchmark of FAISS and Annoy with Fine-Tuned Features MD Shaikh Rahman Syed Maudud E Rabbi Muhammad Mahbubur Rashid 92 0 0 02 Dec 2024
Down with the Hierarchy: The 'H' in HNSW Stands for "Hubs" Blaise Munyampirwa V. Lakshman Benjamin Coleman 139 4 0 02 Dec 2024
LAMBDA: Covering the Multimodal Critical Scenarios for Automated Driving Systems by Search Space Quantization Xinzheng Wu Junyi Chen Xingyu Xing Jian Sun Ye Tian Lihao Liu Yong Shen 111 0 0 30 Nov 2024
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding Daniel de Souza Severo Ashish Khisti Alireza Makhzani 97 1 0 30 Nov 2024
ContextGNN: Beyond Two-Tower Recommendation Systems Yiwen Yuan Zecheng Zhang Xinwei He Akihiro Nitta Weihua Hu ... Blaž Stojanovič Alan Krumholz J. E. Lenssen J. Leskovec Matthias Fey 104 7 0 29 Nov 2024
SAMa: Material-aware 3D Selection and Segmentation Michael Fischer Iliyan Georgiev Thibault Groueix Vladimir G. Kim Tobias Ritschel Valentin Deschaintre 3DV 140 1 0 28 Nov 2024
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions Nicolai Hermann Jorge Condor Piotr Didyk 3DV 195 0 0 26 Nov 2024
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension Yongdong Luo Xiawu Zheng Xiao Yang Guilin Li Haojia Lin Jinfa Huang Jiayi Ji Yong Li Jiebo Luo Rongrong Ji VLM 199 28 0 20 Nov 2024
Drowning in Documents: Consequences of Scaling Reranker Inference Mathew Jacob Erik Lindgren Matei A. Zaharia Michael Carbin Omar Khattab Andrew Drozdov OffRL 186 6 0 18 Nov 2024
Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction Po-han Li Yunhao Yang Mohammad Omama Sandeep Chinchali Ufuk Topcu 79 2 0 15 Nov 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction B. Zhu Jiequan Cui Han Zhang VLM OODD 100 3 0 11 Nov 2024
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding Jaemin Cho Debanjan Mahata Ozan Irsoy Yujie He Joey Tianyi Zhou VLM 96 16 0 07 Nov 2024
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation Yuhang Liu Xueyu Hu Shengyu Zhang Jingyuan Chen Fan Wu Leilei Gan RALM 40 0 0 06 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee Mohammad Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 306 20 0 04 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 246 3 0 01 Nov 2024
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation Yiruo Cheng Kelong Mao Ziliang Zhao Guanting Dong Hongjin Qian Yongkang Wu Tetsuya Sakai Ji-Rong Wen Zhicheng Dou RALM 64 3 0 30 Oct 2024
Application of Audio Fingerprinting Techniques for Real-Time Scalable Speech Retrieval and Speech Clusterization Kemal Altwlkany Sead Delalic Adis Alihodzic Elmedin Selmanovic Damir Hasić 80 0 0 29 Oct 2024
Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss Kunal Dahiya Diego Ortego David Jiménez 116 0 0 27 Oct 2024
An approach to hummed-tune and song sequences matching Loc Bao Pham Huong Hoang Luong Phu Thien Tran Phuc Hoang Ngo Vi Hoang Nguyen Thinh Nguyen 30 0 0 27 Oct 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 174 2 0 26 Oct 2024
FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task Planning Nicole Cho Nishan Srishankar Lucas Cecchi William Watson AIFin 72 1 0 25 Oct 2024
pEBR: A Probabilistic Approach to Embedding Based Retrieval Han Zhang Yunjing Jiang Mingming Li Haowei Yuan Wen-Yun Yang 58 1 0 25 Oct 2024
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search Elias Jääsaari Ville Hyvönen Teemu Roos 56 2 0 24 Oct 2024
NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection Solmaz Seyed Monir Dongfang Zhao 69 0 0 23 Oct 2024
CARLA2Real: a tool for reducing the sim2real gap in CARLA simulator Stefanos Pasios Nikos Nikolaidis 89 1 0 23 Oct 2024
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering Qingfei Zhao Ruobing Wang Yukuo Cen Daren Zha Shicheng Tan Yuxiao Dong Jie Tang RALM 72 14 0 23 Oct 2024
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination Salman Rakin Md. A. R. Shibly Zahin M. Hossain Zeeshan Khan Md. Mostofa Akbar 70 3 0 23 Oct 2024
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Shuo Wang Yukun Yan Yukai Fu Yu Gu Ge Yu 3DV RALM 55 4 0 21 Oct 2024
Improve Dense Passage Retrieval with Entailment Tuning Lu Dai Hao Liu Hui Xiong RALM 125 4 0 21 Oct 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models Aditya Sharma Aman Dalmia Mehran Kazemi Christopher J. Pal Amal Zouaq LRM 62 2 0 17 Oct 2024
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation Dongfang Zhao 76 3 0 17 Oct 2024
RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models Haoran Hao Jiaming Han Changsheng Li Yu-Feng Li Xiangyu Yue RALM 96 1 0 17 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 160 1 0 17 Oct 2024
Towards Zero-Shot Camera Trap Image Categorization Jiří Vyskočil Lukas Picek VLM 50 0 0 16 Oct 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG Jinyoung Kim Dayoon Ko Gunhee Kim 95 1 0 15 Oct 2024
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task Herbert Ullrich Tomás Mlynár Jan Drchal 94 2 0 15 Oct 2024
Titanic Calling: Low Bandwidth Video Conference from the Titanic Wreck Fevziye Irem Eyiokur Christian Huber Thai-Binh Nguyen T. Nguyen Fabian Retkowski Enes Yavuz Ugan Dogucan Yaman Alexander Waibel 85 0 0 15 Oct 2024
LargePiG: Your Large Language Model is Secretly a Pointer Generator Zhongxiang Sun Zihua Si Xiaoxue Zang Kai Zheng Yang Song Xiao Zhang Jun Xu HILM RALM 82 0 0 15 Oct 2024
TSDS: Data Selection for Task-Specific Model Finetuning Zifan Liu Amin Karbasi Theodoros Rekatsinas 78 6 0 15 Oct 2024
GraFPrint: A GNN-Based Approach for Audio Identification Aditya Bhattacharjee Shubhr Singh Emmanouil Benetos 95 1 0 14 Oct 2024
Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion Wei Dai Peng Fu Chunjing Gan 50 0 0 14 Oct 2024
Generation with Dynamic Vocabulary Yanting Liu Tao Ji Changzhi Sun Yuanbin Wu Xiaoling Wang 79 1 0 11 Oct 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation Zhuohang Li Jiaxin Zhang Chao Yan Kamalika Das Sricharan Kumar Murat Kantarcioglu Bradley Malin RALM 48 2 0 10 Oct 2024
Rewriting Conversational Utterances with Instructed Large Language Models Elnara Galimzhanova Cristina Ioana Muntean F. M. Nardini R. Perego Guido Rocchietti LRM 109 5 0 10 Oct 2024