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Billion-scale similarity search with GPUs

Billion-scale similarity search with GPUs

Jeff Johnson
Matthijs Douze
Hervé Jégou
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Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown
Title
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies
Rock Yuren Pang
Sebastin Santy
René Just
Katharina Reinecke
58
15
0
10 May 2024
LMD3: Language Model Data Density Dependence
LMD3: Language Model Data Density Dependence
John Kirchenbauer
Garrett Honke
Gowthami Somepalli
Jonas Geiping
Daphne Ippolito
Katherine Lee
Tom Goldstein
David Andre
83
7
0
10 May 2024
Automatic Generation of Model and Data Cards: A Step Towards Responsible AI
Automatic Generation of Model and Data Cards: A Step Towards Responsible AI
Jiarui Liu
Wenkai Li
Zhijing Jin
Mona T. Diab
SyDa
94
6
0
10 May 2024
Self-Improving Customer Review Response Generation Based on LLMs
Self-Improving Customer Review Response Generation Based on LLMs
Guy Azov
Tatiana Pelc
Adi Fledel Alon
Gila Kamhi
68
2
0
06 May 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
Nishant Yadav
Nicholas Monath
Manzil Zaheer
Rob Fergus
Andrew McCallum
CMLRALM
63
1
0
06 May 2024
Characterizing the Dilemma of Performance and Index Size in Billion-Scale Vector Search and Breaking It with Second-Tier Memory
Characterizing the Dilemma of Performance and Index Size in Billion-Scale Vector Search and Breaking It with Second-Tier Memory
Rong Chen
Yifan Peng
Rong Chen
Hongrui Xie
Rong Chen
Sijie Shen
Haibo Chen
43
4
0
06 May 2024
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training
Zexuan Zhong
Mengzhou Xia
Danqi Chen
Mike Lewis
MoE
93
18
0
06 May 2024
Blending Distributed NeRFs with Tri-stage Robust Pose Optimization
Blending Distributed NeRFs with Tri-stage Robust Pose Optimization
Baijun Ye
Caiyun Liu
Xiaoyu Ye
Yuantao Chen
Yuhai Wang
Zike Yan
Yongliang Shi
Hao Zhao
Guyue Zhou
106
1
0
05 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness
Xinran Zhao
Tong Chen
Sihao Chen
Hongming Zhang
Tongshuang Wu
70
9
0
04 May 2024
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation
Ye Liu
Yue Xue
Daoyuan Wu
Yuqiang Sun
Yi Li
Miaolei Shi
Yang Liu
87
27
0
04 May 2024
Mapping the Unseen: Unified Promptable Panoptic Mapping with Dynamic Labeling using Foundation Models
Mapping the Unseen: Unified Promptable Panoptic Mapping with Dynamic Labeling using Foundation Models
Mohamad Al Al Mdfaa
Raghad Salameh
Sergey Zagoruyko
Gonzalo Ferrer
60
1
0
03 May 2024
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
Yifei Ming
Yixuan Li
VLM
114
8
0
02 May 2024
Distillation for Multilingual Information Retrieval
Distillation for Multilingual Information Retrieval
Eugene Yang
Dawn J Lawrie
James Mayfield
VLM
65
2
0
02 May 2024
Approximate Nearest Neighbour Search on Dynamic Datasets: An Investigation
Approximate Nearest Neighbour Search on Dynamic Datasets: An Investigation
Ben Harwood
Amir Dezfouli
Iadine Chadès
Conrad Sanderson
45
0
0
30 Apr 2024
OpenStreetView-5M: The Many Roads to Global Visual Geolocation
OpenStreetView-5M: The Many Roads to Global Visual Geolocation
Guillaume Astruc
Nicolas Dufour
Ioannis Siglidis
Constantin Aronssohn
Nacim Bouia
...
Charles Raude
Elliot Vincent
Lintao Xu
Hongyu Zhou
Loic Landrieu
84
7
0
29 Apr 2024
Quality Estimation with $k$-nearest Neighbors and Automatic Evaluation for Model-specific Quality Estimation
Quality Estimation with kk-nearest Neighbors and Automatic Evaluation for Model-specific Quality Estimation
Tu Anh Dinh
Tobias Palzer
Jan Niehues
63
1
0
27 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM
Xuan Zhang
Wei Gao
LRMKELM
80
10
0
26 Apr 2024
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting
Xuri Ge
Songpei Xu
Fuhai Chen
Jie Wang
Guoxin Wang
Shan An
Joemon M. Jose
3DPC
110
12
0
26 Apr 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning
Making Better Use of Unlabelled Data in Bayesian Active Learning
Freddie Bickford-Smith
Adam Foster
Tom Rainforth
94
4
0
26 Apr 2024
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search
Prabhat Agarwal
SK MinhazulIslam
Nikil Pancha
Kurchi Subhra Hazra
Jiajing Xu
Chuck Rosenberg
79
5
0
25 Apr 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication
Eric Slyman
Stefan Lee
Scott D. Cohen
Kushal Kafle
VLM
57
5
0
24 Apr 2024
MoDE: CLIP Data Experts via Clustering
MoDE: CLIP Data Experts via Clustering
Jiawei Ma
Po-Yao Huang
Saining Xie
Shang-Wen Li
Luke Zettlemoyer
Shih-Fu Chang
Wen-tau Yih
Hu Xu
MoECLIPVLM
67
14
0
24 Apr 2024
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
Davide Caffagni
Federico Cocchi
Nicholas Moratelli
Sara Sarto
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
KELM
104
47
0
23 Apr 2024
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems
Xiaoshuang Chen
Gengrui Zhang
Yao Wang
Yulin Wu
Shuo Su
Kaiqiao Zhan
Ben Wang
OffRL
78
2
0
23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding
Hansi Zeng
Chen Luo
Hamed Zamani
81
16
0
22 Apr 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
Dongze Hao
Qunbo Wang
Longteng Guo
Jie Jiang
Jing Liu
58
1
0
22 Apr 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
Kelong Mao
Chenlong Deng
Haonan Chen
Fengran Mo
Zheng Liu
Tetsuya Sakai
Zhicheng Dou
KELM
100
15
0
21 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents
A Survey on the Memory Mechanism of Large Language Model based Agents
Zeyu Zhang
Xiaohe Bo
Chen Ma
Rui Li
Xu Chen
Quanyu Dai
Jieming Zhu
Zhenhua Dong
Ji-Rong Wen
LLMAGKELM
95
143
0
21 Apr 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
Sibei Chen
Yeye He
Weiwei Cui
Ju Fan
Song Ge
Haidong Zhang
Dongmei Zhang
Surajit Chaudhuri
LMTD
80
9
0
19 Apr 2024
Retrieval-Augmented Embodied Agents
Retrieval-Augmented Embodied Agents
Yichen Zhu
Zhicai Ou
Xiaofeng Mou
Jian Tang
95
19
0
17 Apr 2024
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
Jiao Ou
Jiayu Wu
Che Liu
Fuzheng Zhang
Di Zhang
Kun Gai
61
2
0
17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models
A Survey on Retrieval-Augmented Text Generation for Large Language Models
Yizheng Huang
Jimmy X. Huang
3DVRALM
143
51
0
17 Apr 2024
Vocabulary-free Image Classification and Semantic Segmentation
Vocabulary-free Image Classification and Semantic Segmentation
Alessandro Conti
Enrico Fini
Massimiliano Mancini
Paolo Rota
Yiming Wang
Elisa Ricci
VLM
79
3
0
16 Apr 2024
VDTuner: Automated Performance Tuning for Vector Data Management Systems
VDTuner: Automated Performance Tuning for Vector Data Management Systems
Tiannuo Yang
Wen Hu
Wangqi Peng
Yusen Li
Jianguo Li
Gang Wang
Xiaoguang Liu
58
1
0
16 Apr 2024
Human-in-the-Loop Segmentation of Multi-species Coral Imagery
Human-in-the-Loop Segmentation of Multi-species Coral Imagery
Scarlett Raine
Ross Marchant
Brano Kusy
Frederic Maire
Niko Suenderhauf
Tobias Fischer
91
4
0
15 Apr 2024
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery
Ye Wang
Yaxiong Wang
Yujiao Wu
Bin Zhao
Xueming Qian
104
2
0
13 Apr 2024
Enhancing Mobile "How-to" Queries with Automated Search Results Verification and Reranking
Enhancing Mobile "How-to" Queries with Automated Search Results Verification and Reranking
Lei Ding
Jeshwanth Bheemanpally
Yi Zhang
72
1
0
13 Apr 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
Bowen Jin
Chulin Xie
Jiawei Zhang
Kashob Kumar Roy
Yu Zhang
...
Ruirui Li
Xianfeng Tang
Suhang Wang
Yu Meng
Jiawei Han
LRMRALM
103
52
0
10 Apr 2024
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study
Alessandro Stolfo
RALMHILM
64
6
0
10 Apr 2024
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
Luca Barsellotti
Roberto Amoroso
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
VLMDiffM
80
14
0
09 Apr 2024
On adversarial training and the 1 Nearest Neighbor classifier
On adversarial training and the 1 Nearest Neighbor classifier
Amir Hagai
Yair Weiss
AAML
79
0
0
09 Apr 2024
Anchor-based Robust Finetuning of Vision-Language Models
Anchor-based Robust Finetuning of Vision-Language Models
Jinwei Han
Zhiwen Lin
Zhongyi Sun
Yingguo Gao
Ke Yan
Shouhong Ding
Yuan Gao
Gui-Song Xia
VLM
115
6
0
09 Apr 2024
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction
Sierra Bonilla
Shuai Zhang
Dimitrios Psychogyios
Danail Stoyanov
Francisco Vasconcelos
Sophia Bano
3DGS
59
6
0
09 Apr 2024
Event-enhanced Retrieval in Real-time Search
Event-enhanced Retrieval in Real-time Search
Yanan Zhang
Xiaoling Bai
Tianhua Zhou
91
1
0
09 Apr 2024
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets
Pietro Lesci
Andreas Vlachos
131
3
0
08 Apr 2024
LOSS-SLAM: Lightweight Open-Set Semantic Simultaneous Localization and Mapping
LOSS-SLAM: Lightweight Open-Set Semantic Simultaneous Localization and Mapping
Kurran Singh
Tim Magoun
John J. Leonard
121
1
0
05 Apr 2024
Assisting humans in complex comparisons: automated information comparison at scale
Assisting humans in complex comparisons: automated information comparison at scale
Truman Yuen
Graham A. Watt
Y. Lawryshyn
57
0
0
05 Apr 2024
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning
Joan Giner-Miguelez
Abel Gómez
Jordi Cabot
LLMAG
71
4
0
04 Apr 2024
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference
Mokanarangan Thayaparan
Marco Valentino
André Freitas
52
0
0
03 Apr 2024
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation
Ramraj Chandradevan
Kaustubh D. Dhole
Eugene Agichtein
52
3
0
03 Apr 2024

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