Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Collective Relevance Labeling for Passage Retrieval Jihyuk Kim Minsoo Kim Seung-won Hwang VLM 34 8 0 06 May 2022
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 102 97 0 05 May 2022
Multi-Graph based Multi-Scenario Recommendation in Large-scale Online Video Services Fan Zhang Qiuying Peng Yu-Liang Wu Zheng Pan Rong Zeng David Lin Ye Qi 62 6 0 05 May 2022
Dangling-Aware Entity Alignment with Mixed High-Order Proximities Juncheng Liu Zequn Sun Bryan Hooi Yiwei Wang Dayiheng Liu Baosong Yang X. Xiao Muhao Chen 61 13 0 05 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 64 39 0 04 May 2022
Nearest Neighbor Knowledge Distillation for Neural Machine Translation Zhixian Yang Renliang Sun Xiaojun Wan 48 12 0 01 May 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval Siyu Ren Kenny Q. Zhu VLM 34 7 0 29 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation A. Ziegler Yuki M. Asano SSL OCL 110 103 0 27 Apr 2022
AdaCoach: A Virtual Coach for Training Customer Service Agents Shuang Peng Shuai Zhu Minghui Yang Haozhou Huang Dan Liu Zujie Wen Xuelian Li Biao Fan 60 0 0 27 Apr 2022
Efficient Machine Translation Domain Adaptation Pedro Henrique Martins Zita Marinho André F.T. Martins 146 14 0 26 Apr 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding Shenmin Zhang Jin Wang Haitao Jiang Rui Song FAtt 62 3 0 22 Apr 2022
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues Gustavo Penha C. Hauff RALM 72 0 0 22 Apr 2022
Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images Tejas Panambur Deep Chakraborty Melissa J Meyer R. Milliken Erik Learned-Miller M. Parente 15 15 0 21 Apr 2022
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps Amrita Saha Guosheng Lin 33 27 0 21 Apr 2022
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification Haocong Rao Chunyan Miao 60 11 0 21 Apr 2022
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 81 13 0 20 Apr 2022
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog Hua Liang Tianyu Liu Peiyi Wang Meng-Liang Rao Yunbo Cao 51 2 0 19 Apr 2022
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases Dung Ngoc Thai Srinivas Ravishankar Ibrahim Abdelaziz Mudit Chaudhary Nandana Mihindukulasooriya Tahira Naseem Rajarshi Das Pavan Kapanipathi Achille Fokoue Andrew McCallum 72 8 0 18 Apr 2022
Exploring Dimensionality Reduction Techniques in Multilingual Transformers Álvaro Huertas-García Alejandro Martín Javier Huertas-Tato David Camacho 54 8 0 18 Apr 2022
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation Hanxun Zhong Zhicheng Dou Yutao Zhu Hongjin Qian Ji-Rong Wen 81 65 0 18 Apr 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation Bill Yuchen Lin Kangmin Tan Chris Miller Beiwen Tian Xiang Ren LRM RALM 84 49 0 17 Apr 2022
Composite Code Sparse Autoencoders for first stage retrieval Carlos Lassance Thibault Formal Stéphane Clinchant 65 4 0 14 Apr 2022
Learning to Revise References for Faithful Summarization Griffin Adams Han-Chin Shing Q. Sun C. Winestock Kathleen McKeown Noémie Elhadad 86 32 0 13 Apr 2022
Out-of-Distribution Detection with Deep Nearest Neighbors Yiyou Sun Yifei Ming Xiaojin Zhu Yixuan Li OODD 212 533 0 13 Apr 2022
Single-Photon Structured Light Varun Sundar Sizhuo Ma Aswin C. Sankaranarayanan Mohit Gupta 39 9 0 11 Apr 2022
Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data Vishal Sunder Prashant Serai Eric Fosler-Lussier 28 3 0 11 Apr 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Algayres Robin Adel Nabli Benoît Sagot Emmanuel Dupoux SSL 79 8 0 11 Apr 2022
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering Wenhu Chen Pat Verga Michiel de Jong John Wieting William W. Cohen RALM KELM 79 27 0 10 Apr 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks Md. Faisal Mahbub Chowdhury Michael R. Glass Gaetano Rossiello A. Gliozzo Nandana Mihindukulasooriya RALM 35 5 0 08 Apr 2022
Deep Visual Geo-localization Benchmark Gabriele Berton R. Mereu Gabriele Trivigno Carlo Masone G. Csurka Torsten Sattler Barbara Caputo ObjD 80 91 0 07 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 83 14 0 06 Apr 2022
Knowledge Base Index Compression via Dimensionality and Precision Reduction Vilém Zouhar Marius Mosbach Miaoran Zhang Dietrich Klakow 77 2 0 06 Apr 2022
KNN-Diffusion: Image Generation via Large-Scale Retrieval Shelly Sheynin Oron Ashual Adam Polyak Uriel Singer Oran Gafni Eliya Nachmani Yaniv Taigman VLM SyDa DiffM 82 124 0 06 Apr 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings Gaurav Pandey Danish Contractor Sachindra Joshi 77 0 0 06 Apr 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 61 34 0 05 Apr 2022
Revisiting a kNN-based Image Classification System with High-capacity Storage K. Nakata Youyang Ng Daisuke Miyashita A. Maki Yu Lin J. Deguchi 90 26 0 03 Apr 2022
Efficient comparison of sentence embeddings Spyros Zoupanos Stratis Kolovos Athanasios Kanavos Orestis Papadimitriou M. Maragoudakis 31 12 0 02 Apr 2022
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations Sihang Zeng Zheng Yuan Sheng Yu 56 4 0 01 Apr 2022
Multifaceted Improvements for Conversational Open-Domain Question Answering Tingting Liang Yixuan Jiang Congying Xia Ziqiang Zhao Yuyu Yin Philip S. Yu 39 4 0 01 Apr 2022
Online panoptic 3D reconstruction as a Linear Assignment Problem Leevi Raivio Esa Rahtu 3DV 51 1 0 01 Apr 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings Shitao Xiao Zheng Liu Weihao Han Jianjin Zhang Defu Lian ... Hao Sun Yingxia Shao Denvy Deng Qi Zhang Xing Xie 69 33 0 01 Apr 2022
End-to-End Table Question Answering via Retrieval-Augmented Generation FeiFei Pan Mustafa Canim Michael R. Glass A. Gliozzo James A. Hendler RALM 3DV LMTD 65 15 0 30 Mar 2022
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval S. Gorti Noël Vouitsis Junwei Ma Keyvan Golestan M. Volkovs Animesh Garg Guangwei Yu 96 162 0 28 Mar 2022
MQDD: Pre-training of Multimodal Question Duplicity Detection for Software Engineering Domain Jan Pasek Jakub Sido Miloslav Konopík O. Pražák 42 1 0 26 Mar 2022
LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization Lihao Liu Tianyue Feng Xingyu Xing Junyi Chen 29 1 0 25 Mar 2022
UKP-SQUARE: An Online Platform for Question Answering Research Tim Baumgärtner Kexin Wang Rachneet Sachdeva Max Eichler Gregor Geigle ... Leonardo F. R. Ribeiro Jonas Pfeiffer Nils Reimers Gözde Gül Sahin Iryna Gurevych 47 7 0 25 Mar 2022
A Comparative Survey of Deep Active Learning Xueying Zhan Qingzhong Wang Kuan-Hao Huang Haoyi Xiong Dejing Dou Antoni B. Chan FedML HAI 120 112 0 25 Mar 2022
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction Sebastian Hofstatter Omar Khattab Sophia Althammer Mete Sertkan Allan Hanbury 76 35 0 24 Mar 2022
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges S. Thais P. Calafiura G. Chachamis G. Dezoort Javier Mauricio Duarte S. Ganguly Michael Kagan D. Murnane Mark S. Neubauer K. Terao PINN AI4CE 108 31 0 23 Mar 2022
Generating natural images with direct Patch Distributions Matching Ariel Elnekave Yair Weiss GAN 87 25 0 22 Mar 2022