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Billion-scale similarity search with GPUs

Billion-scale similarity search with GPUs

28 February 2017
Jeff Johnson
Matthijs Douze
Hervé Jégou
ArXiv (abs)PDFHTML

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown
Title
Similarity-Based Domain Adaptation with LLMs
Jie He
Wendi Zhou
Xiang Li
Jeff Z. Pan
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SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
Lu Dai
Yijie Xu
Jinhui Ye
Hao Liu
Hui Xiong
3DVRALM
209
3
0
03 Mar 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
Tiansheng Wen
Yifei Wang
Zequn Zeng
Zhong Peng
Yudi Su
Xinyang Liu
Bo Chen
Hongwei Liu
Stefanie Jegelka
Chenyu You
CLL
231
4
0
03 Mar 2025
SampleMix: A Sample-wise Pre-training Data Mixing Strategey by Coordinating Data Quality and Diversity
Xiangyu Xi
Deyang Kong
Jian Yang
Jiawei Yang
Zheyu Chen
Wei Wang
Jinqiao Wang
Xunliang Cai
Shikun Zhang
Wei Ye
113
0
0
03 Mar 2025
Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models
Dinesh Srivasthav P
Bala Mallikarjunarao Garlapati
MU
74
0
0
02 Mar 2025
A Guide to Failure in Machine Learning: Reliability and Robustness from Foundations to Practice
Eric Heim
Oren Wright
David Shriver
OODFaML
130
0
0
01 Mar 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching
Yihan Wang
Fei Xiong
Zhexin Han
Qi Song
Kaiqiao Zhan
Ben Wang
69
1
0
28 Feb 2025
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval
Chien-Yu Lin
Keisuke Kamahori
Yiyu Liu
Xiaoxiang Shi
Madhav Kashyap
...
Stephanie Wang
Arvind Krishnamurthy
Rohan Kadekodi
Luis Ceze
Baris Kasikci
3DVVLM
430
1
0
28 Feb 2025
LADs: Leveraging LLMs for AI-Driven DevOps
LADs: Leveraging LLMs for AI-Driven DevOps
Ahmad Faraz Khan
A. Khan
Anas Mohamed
Haider Ali
Suchithra Moolinti
Sabaat Haroon
Usman Tahir
Mattia Fazzini
A. R. Butt
A. Anwar
166
2
0
28 Feb 2025
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
Haitao Li
Yexin Chen
Yiran Hu
Qingyao Ai
Junjie Chen
Xiaoyu Yang
J. Yang
Yueyue Wu
Zeyang Liu
Yang Liu
AILawRALMELM
115
0
0
28 Feb 2025
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
Zhenghao Liu
Xingsheng Zhu
Tianshuo Zhou
Xinyi Zhang
Xiaoyuan Yi
Yukun Yan
Yu Gu
Ge Yu
Maosong Sun
RALMVLM
61
3
0
24 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs
Hansi Zeng
Julian Killingback
Hamed Zamani
RALM
124
3
0
24 Feb 2025
Code Summarization Beyond Function Level
Code Summarization Beyond Function Level
Vladimir Makharev
Vladimir Ivanov
101
0
0
23 Feb 2025
A Survey of Model Architectures in Information Retrieval
A Survey of Model Architectures in Information Retrieval
Zhichao Xu
Fengran Mo
Zhiqi Huang
Crystina Zhang
Puxuan Yu
Bei Wang
Jimmy J. Lin
Vivek Srikumar
KELM3DV
190
2
0
21 Feb 2025
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization
Zheyuan Zhang
Runze Li
Tasnim Kabir
Jordan Boyd-Graber
101
1
0
21 Feb 2025
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration
Minjie Hong
Yan Xia
Ziyi Wang
Jieming Zhu
Ye Wang
...
Xiaoda Yang
Quanyu Dai
Zhenhua Dong
Zhimeng Zhang
Zhou Zhao
83
4
0
21 Feb 2025
RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization
RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization
Jinhu Qi
Shuai Yan
Yibo Zhang
Wentao Zhang
Rong Jin
Yihan Hu
Ke Wang
3DV
138
2
0
21 Feb 2025
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
Shuo Xing
Yuping Wang
Peiran Li
Ruizheng Bai
Yansen Wang
Chan-wei Hu
Chengxuan Qian
Huaxiu Yao
Zhengzhong Tu
185
8
0
18 Feb 2025
Grounding LLM Reasoning with Knowledge Graphs
Grounding LLM Reasoning with Knowledge Graphs
Alfonso Amayuelas
Joy Prakash Sain
Simerjot Kaur
Charese Smiley
169
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0
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Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success
Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success
Jan Luxemburk
Karel Hynek
Richard Plný
T. Čejka
123
1
0
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ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability
Ryuto Koike
Masahiro Kaneko
Ayana Niwa
Preslav Nakov
Naoaki Okazaki
DeLMO
118
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0
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A Survey of Personalized Large Language Models: Progress and Future Directions
A Survey of Personalized Large Language Models: Progress and Future Directions
Jiahong Liu
Zexuan Qiu
Zhongyang Li
Quanyu Dai
Jieming Zhu
Minda Hu
Menglin Yang
Irwin King
LM&MA
108
9
0
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ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents
Hao Kang
Chenyan Xiong
LLMAG
151
0
0
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THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
Bowen Deng
Tong Wang
Lele Fu
Sheng Huang
Chuan Chen
Tao Zhang
174
1
0
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Semantic Ads Retrieval at Walmart eCommerce with Language Models Progressively Trained on Multiple Knowledge Domains
Semantic Ads Retrieval at Walmart eCommerce with Language Models Progressively Trained on Multiple Knowledge Domains
Zhaodong Wang
Weizhi Du
Md Omar Faruk Rokon
Pooshpendu Adhikary
Yanbing Xue
Jiaxuan Xu
Jianghong Zhou
Kuang-chih Lee
Musen Wen
RALM
137
0
0
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Progressive Collaborative and Semantic Knowledge Fusion for Generative Recommendation
Longtao Xiao
Yining Qi
Cheng Wang
Linfei Ji
Yuanbo Wang
Jieming Zhu
Zhenhua Dong
Rui-Xun Zhang
Ruixuan Li
182
1
0
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Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search
Jack Spalding-Jamieson
Eliot Wong Robson
D. Zheng
103
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0
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Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art
Ilias Azizi
Karima Echihabi
Themis Palpanas
119
9
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08 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents
On Memory Construction and Retrieval for Personalized Conversational Agents
Zhuoshi Pan
Qianhui Wu
Huiqiang Jiang
Xufang Luo
Hao Cheng
...
Yue Yang
Chin-Yew Lin
H. Vicky Zhao
Lili Qiu
Jianfeng Gao
RALM
156
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RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation
Sicheng Zhong
Jiading Zhu
Yifang Tian
Xujie Si
115
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MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers
Nicole Cho
William Watson
AAMLHILM
286
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UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation
Tao Zhang
Jinyong Wen
Zhen Chen
Kun Ding
Di Zhang
Chunhong Pan
262
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Scaling Embedding Layers in Language Models
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Badih Ghazi
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Pritish Kamath
Ravi Kumar
Daogao Liu
Chiyuan Zhang
172
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Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval
Niklas Freymuth
Dong Liu
Thomas Ricatte
Saab Mansour
107
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Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
Zijie Zhong
Hanwen Liu
Xiaoya Cui
Xiaofan Zhang
Zengchang Qin
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BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
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ZeMing Gong
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Lila Kari
Dirk Steinke
Graham W. Taylor
Paul Fieguth
Angel X. Chang
134
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Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap
Srivatsa Mallapragada
Ying Xie
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Zeyad Hailat
Yuanbo Wang
108
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Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?
Utku Ozbulak
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136
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LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases
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Isaac Misael Olguín Nolasco
Matthias Grabmair
AILaw
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On Storage Neural Network Augmented Approximate Nearest Neighbor Search
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Taiga Ikeda
Daisuke Miyashita
J. Deguchi
92
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CGI: Identifying Conditional Generative Models with Example Images
CGI: Identifying Conditional Generative Models with Example Images
Zhi Zhou
Hao-Zhe Tan
Peng-Xiao Song
Lan-Zhe Guo
DiffM
103
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Dual-Branch HNSW Approach with Skip Bridges and LID-Driven Optimization
Dual-Branch HNSW Approach with Skip Bridges and LID-Driven Optimization
Hy Nguyen
Nguyen Hung Nguyen
Nguyen Linh Bao Nguyen
Srikanth Thudumu
Hung Du
Rajesh Vasa
K. Mouzakis
55
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Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores
Jiaming Zhou
Songtao Zhao
Hui Wang
Tian-Hao Zhang
Haoqin Sun
Xuechen Wang
Yong Qin
231
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Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
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Daniel de Souza Severo
Giuseppe Ottaviano
Matthew Muckley
Karen Ullrich
Matthijs Douze
MQ
107
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PoAct: Policy and Action Dual-Control Agent for Generalized Applications
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Yang Liu
Jingli Yang
Wei Jia
Kai Lin
Yansong Gao
Shan He
Zilin Ding
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LLMAG
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Hierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation
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Kaushik Rangadurai
Siyang Yuan
Minhui Huang
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Liang Wang
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Chonglin Sun
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GeAR: Generation Augmented Retrieval
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Shaohan Huang
Jianfeng Liu
Yuefeng Zhan
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Feng Sun
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91
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Improving Generated and Retrieved Knowledge Combination Through
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Chao Lv
Yi Liu
Yalin Sun
Hao Shu
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COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation
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