Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations Keivalya Pandya M. Holia LLMAG 48 73 0 09 Oct 2023
Generative Spoken Language Model based on continuous word-sized audio tokens Robin Algayres Yossi Adi Tu Nguyen Jade Copet Gabriel Synnaeve Benoît Sagot Emmanuel Dupoux AuLLM 113 16 0 08 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 88 10 0 07 Oct 2023
Serving Deep Learning Model in Relational Databases Alexandre Eichenberger Qi Lin Saif Masood Hong Min Alexander Sim ... Yida Wang Kesheng Wu Binhang Yuan Lixi Zhou Jia Zou 53 0 0 07 Oct 2023
From Zero to Hero: Detecting Leaked Data through Synthetic Data Injection and Model Querying Biao Wu Qiang Huang Anthony K. H. Tung 32 0 0 06 Oct 2023
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures Thorsten Händler LLMAG 80 24 0 05 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina Mohammad Shoeybi Bryan Catanzaro RALM LRM 89 85 0 04 Oct 2023
A Prototype-Based Neural Network for Image Anomaly Detection and Localization Chao Huang Zhao Kang Hong Wu 54 3 0 04 Oct 2023
Sieve: Multimodal Dataset Pruning Using Image Captioning Models Anas Mahmoud Mostafa Elhoushi Amro Abbas Yu Yang Newsha Ardalani Hugh Leather Ari S. Morcos VLM CLIP 74 21 0 03 Oct 2023
Data Cleaning and Machine Learning: A Systematic Literature Review Pierre-Olivier Coté Amin Nikanjam Nafisa Ahmed D. Humeniuk Foutse Khomh 87 29 0 03 Oct 2023
Self-Supervised Open-Ended Classification with Small Visual Language Models Mohammad Mahdi Derakhshani Ivona Najdenkoska Cees G. M. Snoek M. Worring Yuki M. Asano VLM 122 0 0 30 Sep 2023
PlaceNav: Topological Navigation through Place Recognition Liangyu Zhang Jiadong Liang Harry Edelman Zhihua Zhang 85 8 0 29 Sep 2023
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering Weizhe Lin Jinghong Chen Jingbiao Mei Alexandru Coca Bill Byrne 58 37 0 29 Sep 2023
Augmenting LLMs with Knowledge: A survey on hallucination prevention Shaocong Long Lizhuang Ma KELM RALM HILM 54 17 0 28 Sep 2023
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models Licheng Wen Daocheng Fu Xin Li Xinyu Cai Tengyu Ma Pinlong Cai Min Dou Botian Shi Liang He Yu Qiao 96 163 0 28 Sep 2023
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections Tom Bamford Andrea Coletta Elizabeth Fons Sriram Gopalakrishnan Svitlana Vyetrenko T. Balch Manuela Veloso AI4TS 41 11 0 28 Sep 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 93 23 0 28 Sep 2023
The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering Hai-ping Yu Yu Tian Sateesh Kumar Linjie Yang Heng Wang VLM 62 19 0 27 Sep 2023
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction Mikolaj Czerkawski Alistair Francis 72 9 0 27 Sep 2023
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers Daniel Silver Tirthak Patel Aditya Ranjan Harshitta Gandhi William Cutler Devesh Tiwari 74 5 0 26 Sep 2023
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features Hila Levi Guy Heller Dan Levi Ethan Fetaya OCL VLM 66 3 0 26 Sep 2023
Improving Unsupervised Visual Program Inference with Code Rewriting Families Aditya Ganeshan R. K. Jones Daniel E. Ritchie 58 10 0 26 Sep 2023
Devil in the Number: Towards Robust Multi-modality Data Filter Yichen Xu Zihan Xu Wenhao Chai Zhonghan Zhao Enxin Song Gaoang Wang 28 2 0 24 Sep 2023
LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Amirreza Shaban JoonHo Lee Sanghun Jung Xiangyun Meng Byron Boots 82 11 0 24 Sep 2023
Cluster-based pruning techniques for audio data Boris Bergsma Marta Brzezinska O. Yazyev Milos Cernak 54 2 0 21 Sep 2023
Embed-Search-Align: DNA Sequence Alignment using Transformer Models Pavan Holur Kenneth Enevoldsen Shreyas Rajesh L. Mboning Thalia Georgiou Louis-S. Bouchard Matteo Pellegrini V. Roychowdhury 68 0 0 20 Sep 2023
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation Yuyang Deng Ilja Kuzborskij M. Mahdavi OOD 62 2 0 19 Sep 2023
Understanding the limitations of self-supervised learning for tabular anomaly detection Kimberly T. Mai Toby O. Davies Lewis D. Griffin SSL 69 0 0 15 Sep 2023
Fast and Accurate Deep Loop Closing and Relocalization for Reliable LiDAR SLAM Chenghao Shi Xieyuanli Chen Junhao Xiao Bin Dai Huimin Lu 103 11 0 15 Sep 2023
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild Huayang Li Siheng Li Deng Cai Longyue Wang Lemao Liu Taro Watanabe Yujiu Yang Shuming Shi MLLM 119 18 0 14 Sep 2023
Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish Arda Uzunouglu Gözde Gül Sahin 64 4 0 13 Sep 2023
Cited Text Spans for Citation Text Generation Xiangci Li Yi-Hui Lee Jessica Ouyang 3DV 67 6 0 12 Sep 2023
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sophia Althammer Guido Zuccon Sebastian Hofstatter Suzan Verberne Allan Hanbury 82 5 0 12 Sep 2023
An Empirical Study of NetOps Capability of Pre-Trained Large Language Models Yukai Miao Yu Bai Li Chen Dan Li Haifeng Sun ... Dapeng Sun Xiuting Xu Qi Zhang Chao Xiang Xinchi Li ELM 29 13 0 11 Sep 2023
Code-Style In-Context Learning for Knowledge-Based Question Answering Zhijie Nie Richong Zhang Zhongyuan Wang Xudong Liu 38 6 0 09 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Peng Gao Peng Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Hongsheng Li Yu Qiao MLLM 92 125 0 07 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 84 11 0 06 Sep 2023
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning Taehoon Kim Pyunghwan Ahn Sangyun Kim Sihaeng Lee Mark A Marsden ... Yujin Wang Yimu Wang Tiancheng Gu Xingchang Lv Mingmao Sun VLM 120 6 0 05 Sep 2023
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models Abhishek Arora Melissa Dell KELM 73 9 0 02 Sep 2023
General and Practical Tuning Method for Off-the-Shelf Graph-Based Index: SISAP Indexing Challenge Report by Team UTokyo Yutaro Oguri Yusuke Matsui 17 3 0 01 Sep 2023
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs Hiroyuki Ootomo Akira Naruse Corey J. Nolet Ray Wang Tamas B. Fehér Yuanbo Wang GNN 69 26 0 29 Aug 2023
MEMORY-VQ: Compression for Tractable Internet-Scale Memory Yury Zemlyanskiy Michiel de Jong Luke Vilnis Santiago Ontañón William W. Cohen Sumit Sanghai Joshua Ainslie RALM MQ 71 0 0 28 Aug 2023
CoVR: Learning Composed Video Retrieval from Web Video Captions Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 62 21 0 28 Aug 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA Guanting Dong Rumei Li Sirui Wang Yupeng Zhang Yunsen Xian Weiran Xu LMTD 75 20 0 28 Aug 2023
Prior-guided Source-free Domain Adaptation for Human Pose Estimation Dripta S. Raychaudhuri Calvin-Khang Ta Arindam Dutta Rohit Lal Amit K. Roy-Chowdhury TTA 3DH 53 16 0 26 Aug 2023
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans Giang Nguyen Valerie Chen Mohammad Reza Taesiri Anh Totti Nguyen 65 4 0 25 Aug 2023
Learning to Intervene on Concept Bottlenecks David Steinmann Wolfgang Stammer Felix Friedrich Kristian Kersting 65 22 0 25 Aug 2023
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers Melissa Dell Jacob Carlson Tom Bryan Emily Silcock Abhishek Arora Zejiang Shen Luca DÁmico-Wong Q. Le Pablo Querubin Leander Heldring AI4TS 60 12 0 24 Aug 2023
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning Manuele Barraco Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM 80 20 0 23 Aug 2023
D4: Improving LLM Pretraining via Document De-Duplication and Diversification Kushal Tirumala Daniel Simig Armen Aghajanyan Ari S. Morcos SyDa 64 115 0 23 Aug 2023