Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores Jiaming Zhou S. Zhao Hui Wang Tian-Hao Zhang Haoqin Sun Xuechen Wang Yong Qin 161 3 0 20 Jan 2025
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search Daniel de Souza Severo Giuseppe Ottaviano Matthew Muckley Karen Ullrich Matthijs Douze MQ 46 0 0 16 Jan 2025
PoAct: Policy and Action Dual-Control Agent for Generalized Applications Guozhi Yuan Y. Liu Jingli Yang Wei Jia Kai Lin Yansong Gao Shan He Zilin Ding H. Li LLMAG 35 0 0 13 Jan 2025
Hierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation Kaushik Rangadurai Siyang Yuan Minhui Huang Yiqun Liu Golnaz Ghasemiesfeh ... Vidhoon Viswanathan Yan Dong Liang Wang Lin Yang Chonglin Sun 43 0 0 10 Jan 2025
GeAR: Generation Augmented Retrieval Haoyu Liu Shaohan Huang Jianfeng Liu Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Furu Wei Qi Zhang 38 1 0 06 Jan 2025
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation Xinkai Du Quanjie Han Chao Lv Y. Liu Yalin Sun Hao Shu Hongbo Shan Maosong Sun RALM 35 1 0 25 Dec 2024
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation Arnav M. Das Gantavya Bhatt Lilly Kumari Sahil Verma J. Bilmes 29 0 0 23 Dec 2024
Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning JaeYoon Kim Y. Cho Taeyong Kim Sung-eui Yoon 72 0 0 18 Dec 2024
CRM: Retrieval Model with Controllable Condition Chi Liu Jiangxia Cao Rui Huang Kuo Cai Weifeng Ding Qiang Luo Kun Gai Guorui Zhou 70 0 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 72 0 0 18 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao C. Miao 70 1 0 12 Dec 2024
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng M. Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 86 4 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 64 0 0 02 Dec 2024
Down with the Hierarchy: The 'H' in HNSW Stands for "Hubs" Blaise Munyampirwa V. Lakshman Benjamin Coleman 63 1 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-jun Sun Ye Tian Lihao Liu Yong Shen 74 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 61 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 62 4 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 76 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 85 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 Fei Chao Jiebo Luo Rongrong Ji VLM 79 17 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 74 4 0 18 Nov 2024
Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction Po-han Li Yunhao Yang Mohammad Omama Sandeep P. Chinchali Ufuk Topcu 35 1 0 15 Nov 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction B. Zhu Jiequan Cui H. Zhang VLM OODD 33 1 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 Mohit Bansal VLM 25 9 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 Fei Wu RALM 32 0 0 06 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Wei Ping 65 10 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 77 2 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 32 2 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 33 0 0 29 Oct 2024
Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss Kunal Dahiya Diego Ortego David Jiménez 23 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 20 0 0 27 Oct 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 65 1 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 27 1 0 25 Oct 2024
pEBR: A Probabilistic Approach to Embedding Based Retrieval Han Zhang Yunjing Jiang Mingming Li Haowei Yuan Wen-Yun Yang 24 0 0 25 Oct 2024
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search Elias Jääsaari Ville Hyvönen Teemu Roos 16 0 0 24 Oct 2024
NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection Solmaz Seyed Monir Dongfang Zhao 35 0 0 23 Oct 2024
CARLA2Real: a tool for reducing the sim2real gap in CARLA simulator Stefanos Pasios Nikos Nikolaidis 34 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 39 9 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 23 1 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 21 2 0 21 Oct 2024
Improve Dense Passage Retrieval with Entailment Tuning Lu Dai Hao Liu Hui Xiong RALM 35 4 0 21 Oct 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models Aditya Sharma Aman Dalmia Mehran Kazemi Amal Zouaq Christopher J. Pal LRM 26 0 0 17 Oct 2024
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation Dongfang Zhao 19 3 0 17 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 53 1 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 46 1 0 17 Oct 2024
Towards Zero-Shot Camera Trap Image Categorization Jiří Vyskočil Lukas Picek VLM 26 0 0 16 Oct 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG Jinyoung Kim Dayoon Ko Gunhee Kim 23 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 29 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 27 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 42 0 0 15 Oct 2024