Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
High-Throughput Vector Similarity Search in Knowledge Graphs J. Mohoney Anil Pacaci S. R. Chowdhury Ali Mousavi Ihab F. Ilyas U. F. Minhas Jeffrey Pound Theodoros Rekatsinas 70 32 0 04 Apr 2023
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval Daniel Fernando Campos ChengXiang Zhai 52 0 0 31 Mar 2023
Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders Daniel Fernando Campos Alessandro Magnani Chengxiang Zhai 43 3 0 31 Mar 2023
ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries Xiaoyu Zhang J. Li Po-Wei Chi Senthil K. Chandrasegaran Kwan-Liu Ma 50 22 0 31 Mar 2023
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery Nan Pu Zhun Zhong N. Sebe 67 71 0 30 Mar 2023
ContraSim -- A Similarity Measure Based on Contrastive Learning Adir Rahamim Yonatan Belinkov SSL 62 3 0 29 Mar 2023
RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes M. Ahmad Zan Naeem M. Eltabakh M. Ouzzani Nan Tang 23 11 0 29 Mar 2023
Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification Chunpu Xu Jing Li VLM 49 5 0 27 Mar 2023
Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in Movies Bei Gan Xiujun Shu Ruizhi Qiao Haoqian Wu Keyun Chen Hanjun Li Bohan Ren 48 5 0 26 Mar 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 117 38 0 26 Mar 2023
Train/Test-Time Adaptation with Retrieval Luca Zancato Alessandro Achille Tian Yu Liu Matthew Trager Pramuditha Perera Stefano Soatto TTA OOD 60 12 0 25 Mar 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer DeLMO 82 323 0 23 Mar 2023
VADER: Video Alignment Differencing and Retrieval Alexander Black Simon Jenni Tu Bui Md. Mehrab Tanjim Stefano Petrangeli Ritwik Sinha Viswanathan Swaminathan John Collomosse 56 2 0 23 Mar 2023
Retrieval-Augmented Classification with Decoupled Representation Xinnian Liang Shuangzhi Wu Hui Huang Jiaqi Bai Chao Bian Zhoujun Li 48 0 0 23 Mar 2023
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion Geonmo Gu Sanghyuk Chun Wonjae Kim HeeJae Jun Yoohoon Kang Sangdoo Yun DiffM 109 57 0 21 Mar 2023
On-the-fly Text Retrieval for End-to-End ASR Adaptation Bolaji Yusuf Aditya Gourav Ankur Gandhe I. Bulyko KELM RALM 70 4 0 20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Ronald Kemker Christopher Kanan CLL 115 20 0 19 Mar 2023
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering Weizhe Lin Zhilin Wang Bill Byrne AAML 110 4 0 19 Mar 2023
On the De-duplication of LAION-2B Ryan Webster Julien Rabin Loïc Simon F. Jurie DiffM 66 42 0 17 Mar 2023
IRGen: Generative Modeling for Image Retrieval Yidan Zhang Ting Zhang Dong Chen Yujing Wang Qi Chen ... Qi Zhang Fan Yang Mao Yang Q. Liao B. Guo 3DV VLM 123 15 0 17 Mar 2023
Bridging the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation with a Unified Model Yiran Zhou Liangren Zhang Yuheng Ding Ningfeng Liu Song Song L. Zhang Bowei Huang Zhenming Liu AI4CE 48 11 0 13 Mar 2023
Proactive Prioritization of App Issues via Contrastive Learning Moghis Fereidouni A. Mosharrof Umar Farooq A.B. Siddique 71 6 0 12 Mar 2023
Centroid-centered Modeling for Efficient Vision Transformer Pre-training Xin Yan Zuchao Li Lefei Zhang Bo Du Dacheng Tao VLM 60 0 0 08 Mar 2023
NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker Nicolas Heist Heiko Paulheim 59 9 0 08 Mar 2023
Interpretable Visual Question Answering Referring to Outside Knowledge He Zhu Ren Togo Takahiro Ogawa Miki Haseyama 56 0 0 08 Mar 2023
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines Alexander Brinkmann Roee Shraga Christian Bizer 84 10 0 06 Mar 2023
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science M. Helali Niki Monjazeb Shubham Vashisth Philippe Carrier Ahmed Helal Antonio Cavalcante Khaled Ammar Katja Hose Essam Mansour 69 2 0 03 Mar 2023
Towards a GML-Enabled Knowledge Graph Platform Hussein Abdallah Essam Mansour 50 2 0 03 Mar 2023
QAID: Question Answering Inspired Few-shot Intent Detection Asaf Yehudai Matan Vetzler Y. Mass Koren Lazar Doron Cohen Boaz Carmeli 63 7 0 02 Mar 2023
Semantic Attention Flow Fields for Monocular Dynamic Scene Decomposition Yiqing Liang Eliot Laidlaw Alexander Meyerowitz Srinath Sridhar James Tompkin VOS 71 14 0 02 Mar 2023
Semiparametric Language Models Are Scalable Continual Learners Guangyue Peng Tao Ge Si-Qing Chen Furu Wei Houfeng Wang KELM 79 11 0 02 Mar 2023
X&Fuse: Fusing Visual Information in Text-to-Image Generation Yuval Kirstain Omer Levy Adam Polyak DiffM 50 6 0 02 Mar 2023
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training Zheng Yuan Qiao Jin Chuanqi Tan Zhengyun Zhao Hongyi Yuan Fei Huang Songfang Huang 97 27 0 01 Mar 2023
Internet Explorer: Targeted Representation Learning on the Open Web Alexander C. Li Ellis L Brown Alexei A. Efros Deepak Pathak VLM 62 26 0 27 Feb 2023
TwERC: High Performance Ensembled Candidate Generation for Ads Recommendation at Twitter Vanessa Cai Pradeep Prabakar Manuel Serrano Rebuelta Lucas Rosen Federico Monti ... Tomo Lazovich J. Raj Y. Shrinivasan Hao Li Thomas Markovich 91 1 0 27 Feb 2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification Lemuel Puglisi F. Barkhof Daniel C. Alexander Geoffrey J. M. Parker Arman Eshaghi D. Ravì 49 1 0 25 Feb 2023
Retrieved Sequence Augmentation for Protein Representation Learning Chang Ma Haiteng Zhao Lin Zheng Jiayi Xin Qintong Li Lijun Wu Zhihong Deng Yang Lu Qi Liu Lingpeng Kong AI4TS 64 10 0 24 Feb 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 103 28 0 23 Feb 2023
Set Features for Fine-grained Anomaly Detection Niv Cohen Issar Tzachor Yedid Hoshen AI4TS 92 15 0 23 Feb 2023
Federated Nearest Neighbor Machine Translation Yichao Du Zhirui Zhang Bingzhe Wu Lemao Liu Tong Xu Enhong Chen FedML 64 6 0 23 Feb 2023
Simple and Scalable Nearest Neighbor Machine Translation Yu-Hsiu Dai Zhirui Zhang Qiuzhi Liu Qu Cui Wei-Hong Li Yichao Du Tong Xu 72 16 0 23 Feb 2023
On the Generalization Ability of Retrieval-Enhanced Transformers Tobias Norlund Ehsan Doostmohammadi Richard Johansson Marco Kuhlmann RALM 44 6 0 23 Feb 2023
How Does In-Context Learning Help Prompt Tuning? Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer VLM 67 19 0 22 Feb 2023
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation Tom van Sonsbeek M. Worring 55 14 0 22 Feb 2023
$k$ NN-Adapter: Efficient Domain Adaptation for Black-Box Language Models Yangsibo Huang Daogao Liu Zexuan Zhong Weijia Shi Y. Lee RALM ALM 75 16 0 21 Feb 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 73 7 0 21 Feb 2023
Why is the prediction wrong? Towards underfitting case explanation via meta-classification Sheng Zhou P. Blanchart M. Crucianu Marin Ferecatu 121 1 0 20 Feb 2023
Retrieval-augmented Image Captioning R. Ramos Desmond Elliott Bruno Martins VLM 80 29 0 16 Feb 2023
Learning Performance-Improving Code Edits Alex Shypula Aman Madaan Yiming Yang Uri Alon Jacob R. Gardner Milad Hashemi Graham Neubig Parthasarathy Ranganathan Osbert Bastani Amir Yazdanbakhsh SyDa 103 91 0 15 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 95 391 0 15 Feb 2023