Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem Yingqiang Ge Yujie Ren Wenyue Hua Shuyuan Xu Juntao Tan Yongfeng Zhang LLMAG 61 30 0 06 Dec 2023
Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management Huan Wang Yan-Fu Li Min Xie LM&MA AI4MH AI4CE 21 4 0 06 Dec 2023
Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting V. Yugay Yue Li Theo Gevers Martin R. Oswald 3DGS 96 131 0 06 Dec 2023
KhabarChin: Automatic Detection of Important News in the Persian Language Hamed Hematian Hemati Arash Lagzian M. S. Sartakhti Hamid Beigy Ehsaneddin Asgari 58 1 0 06 Dec 2023
PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search Shangdi Yu Joshua Engels Yihao Huang Julian Shun 81 3 0 06 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 52 3 0 05 Dec 2023
Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets Philipp Rigoll Jacob Langner Eric Sax 68 4 0 04 Dec 2023
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping Zihan Liu Wentao Ni Jingwen Leng Yu Feng Cong Guo Quan Chen Chao Li Minyi Guo Yuhao Zhu 59 19 0 04 Dec 2023
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning Bill Yuchen Lin Abhilasha Ravichander Ximing Lu Nouha Dziri Melanie Sclar Khyathi Chandu Chandra Bhagavatula Yejin Choi 66 199 0 04 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents James Enouen Hootan Nakhost Sayna Ebrahimi Sercan O. Arik Yan Liu Tomas Pfister 93 7 0 03 Dec 2023
Optimizing Context-Enhanced Relational Joins Viktor Sanca Manos Chatzakis Anastasia Ailamaki 88 2 0 03 Dec 2023
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning Jiantao Wu Shentong Mo Sara Atito Josef Kittler Zhenhua Feng Muhammad Awais SSL 65 3 0 02 Dec 2023
Event-driven Real-time Retrieval in Web Search Nan Yang Shusen Zhang Yannan Zhang Xiaoling Bai Hualong Deng Tianhua Zhou Jin Ma 67 1 0 01 Dec 2023
FoundPose: Unseen Object Pose Estimation with Foundation Features Evin Pınar Örnek Yann Labbé Bugra Tekin Lingni Ma Cem Keskin Christian Forster Tomás Hodan 96 58 0 30 Nov 2023
Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation Liangcai Su Fan Yan Jieming Zhu Xi Xiao Haoyi Duan Zhou Zhao Zhenhua Dong Ruiming Tang 62 9 0 30 Nov 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 74 70 0 28 Nov 2023
Model-free Test Time Adaptation for Out-Of-Distribution Detection Yi-Fan Zhang Xue Wang Tian Zhou Kun Yuan Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan TTA OODD 72 4 0 28 Nov 2023
EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension Jiaxuan Li D. Vo Akihiro Sugimoto Hideki Nakayama KELM VLM 83 25 0 27 Nov 2023
The Battleship Approach to the Low Resource Entity Matching Problem Bar Genossar Avigdor Gal Roee Shraga 63 4 0 27 Nov 2023
Experimental Analysis of Large-scale Learnable Vector Storage Compression Hailin Zhang Penghao Zhao Xupeng Miao Yingxia Shao Zirui Liu Tong Yang Tengjiao Wang 58 13 0 27 Nov 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Xingliang Yuan Tom Drummond Trevor Cohn 57 2 0 27 Nov 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval Fan Jiang Tom Drummond Trevor Cohn 97 2 0 27 Nov 2023
Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination Haoqiang Kang Xiao-Yang Liu RALM 79 32 0 27 Nov 2023
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer Junyuan Hong Jiachen T. Wang Chenhui Zhang Zhangheng Li Yue Liu Zhangyang Wang 113 39 0 27 Nov 2023
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion Bernal Jimenez Gutierrez Yuqing Mao Vinh Nguyen K. Fung Yu Su O. Bodenreider 33 0 0 25 Nov 2023
Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective Sahil Verma Gantavya Bhatt Avi Schwarzschild Soumye Singhal Arnav M. Das Chirag Shah John P Dickerson Jeff Bilmes J. Bilmes AAML 94 1 0 25 Nov 2023
Set Features for Anomaly Detection Niv Cohen Issar Tzachor Yedid Hoshen 190 0 0 24 Nov 2023
Query by Activity Video in the Wild Tao Hu William Thong Pascal Mettes Cees G. M. Snoek 74 0 0 23 Nov 2023
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology Asma Ben Abacha Alberto Santamaría-Pang Ho Hin Lee J. Merkow Qin Cai ... Julia Gong M. Lungren Thomas Lin Noel C. F. Codella Ivan Tarapov 63 5 0 23 Nov 2023
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design Yangyang Yu Haohang Li Zhi Chen Yuechen Jiang Yang Li Denghui Zhang Rong Liu Jordan W. Suchow K. Khashanah 90 70 0 23 Nov 2023
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation Daichi Horita Naoto Inoue Kotaro Kikuchi Kota Yamaguchi Kiyoharu Aizawa 3DV 79 16 0 22 Nov 2023
Medical Image Retrieval Using Pretrained Embeddings Farnaz Khun Jush Tuan Truong Steffen Vogler Matthias Lenga 78 7 0 22 Nov 2023
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms Young D. Kwon Jagmohan Chauhan Hong Jia Stylianos I. Venieris Cecilia Mascolo 84 12 0 19 Nov 2023
Contextualizing Internet Memes Across Social Media Platforms Saurav Joshi Filip Ilievski Luca Luceri 58 7 0 18 Nov 2023
Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks Ben Feuer Chinmay Hegde Niv Cohen 103 11 0 17 Nov 2023
Augmenting Unsupervised Reinforcement Learning with Self-Reference Andrew Zhao Erle Zhu Rui Lu Matthieu Lin Yong-Jin Liu Gao Huang SSL 73 1 0 16 Nov 2023
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks Shivanshu Gupta Clemens Rosenbaum Ethan R. Elenberg LRM 68 8 0 16 Nov 2023
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Jon Saad-Falcon Omar Khattab Christopher Potts Matei A. Zaharia RALM 99 120 0 16 Nov 2023
LePaRD: A Large-Scale Dataset of Judges Citing Precedents Robert Mahari Dominik Stammbach Elliott Ash Alex Pentland ELM AILaw 74 3 0 15 Nov 2023
Arkade: k-Nearest Neighbor Search With Non-Euclidean Distances using GPU Ray Tracing D. Mandarapu Vani Nagarajan Artem Pelenitsyn Milind Kulkarni 73 9 0 15 Nov 2023
WildlifeDatasets: An open-source toolkit for animal re-identification Vojtěch Čermák Lukás Picek L. Adam Kostas Papafitsoros 73 18 0 15 Nov 2023
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models Carlos Alejandro Aguirre Kuleen Sasse Isabel Cachola Mark Dredze 93 2 0 14 Nov 2023
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs Sai Muralidhar Jayanthi Devang Kulshreshtha Saket Dingliwal S. Ronanki S. Bodapati 62 7 0 14 Nov 2023
The Transient Nature of Emergent In-Context Learning in Transformers Aaditya K. Singh Stephanie C. Y. Chan Ted Moskovitz Erin Grant Andrew M. Saxe Felix Hill 117 44 0 14 Nov 2023
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning Jingbiao Mei Jinghong Chen Weizhe Lin Bill Byrne Marcus Tomalin VLM 50 8 0 14 Nov 2023
Non-Parametric Memory Guidance for Multi-Document Summarization Florian Baud Alex Aussem RALM 51 0 0 14 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 57 9 0 10 Nov 2023
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users Jennifer Dodgson Nanzheng Lin Julian Peh Akira Rafhael Janson Pattirane Alfath Daryl Alhajir Eko Ridho Dinarto Joseph Lim Syed Danyal Ahmad RALM 96 8 0 10 Nov 2023
Text Representation Distillation via Information Bottleneck Principle Yanzhao Zhang Dingkun Long Zehan Li Pengjun Xie 41 2 0 09 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Jing Li 73 16 0 09 Nov 2023