Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown

Title
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 56 14 0 24 Aug 2022
Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation Yuanliang Zhang Xiaofeng Wang Jinxin Hu Ke Gao Chenyi Lei Fei Fang 51 19 0 24 Aug 2022
Bitext Mining for Low-Resource Languages via Contrastive Learning Weiting Tan Philipp Koehn 39 4 0 23 Aug 2022
Retrieval-based Controllable Molecule Generation Zichao Wang Weili Nie Zhuoran Qiao Chaowei Xiao Richard Baraniuk Anima Anandkumar 119 43 0 23 Aug 2022
FlexER: Flexible Entity Resolution for Multiple Intents Bar Genossar Roee Shraga Avigdor Gal Technion - Israel Institute of Technology 67 11 0 23 Aug 2022
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding Kexuan Xin Zequn Sun Wen Hua Wei Hu Jianfeng Qu Xiaofang Zhou OCL 46 14 0 23 Aug 2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking Yutao Zhu J. Nie Yixuan Su Haonan Chen Xinyu Zhang Zhicheng Dou 55 11 0 22 Aug 2022
Objects Can Move: 3D Change Detection by Geometric Transformation Constistency Aikaterini Adam Torsten Sattler Konstantinos Karantzalos Tomas Pajdla 3DPC 34 10 0 21 Aug 2022
Semantic-Enhanced Image Clustering Shao-Qian Cai Li-qing Qiu Xiaojun Chen Qin Zhang Long Chen VLM 52 15 0 21 Aug 2022
Is Medieval Distant Viewing Possible? : Extending and Enriching Annotation of Legacy Image Collections using Visual Analytics C. Meinecke Estelle Guéville D. Wrisley Stefan Jänicke 57 4 0 20 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 55 13 0 18 Aug 2022
Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU Hossam Amer Young Jin Kim Mohamed Afify Hitokazu Matsushita Hany Awadalla 56 1 0 14 Aug 2022
Cloud-Based Real-Time Molecular Screening Platform with MolFormer Brian M. Belgodere Vijil Chenthamarakshan Payel Das Pierre Dognin Toby Kurien ... Inkit Padhi Mattia Rigotti Jarret Ross Yair Schiff Richard A. Young 32 3 0 13 Aug 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li Nan Yang Liang Wang Furu Wei 69 8 0 08 Aug 2022
Fast Offline Policy Optimization for Large Scale Recommendation Otmane Sakhi D. Rohde Alexandre Gilotte OffRL 82 4 0 08 Aug 2022
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers Mokanarangan Thayaparan Marco Valentino André Freitas 44 0 0 05 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 68 20 0 05 Aug 2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction Bing Han Zhengyang Chen Y. Qian 61 32 0 03 Aug 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives Alex Bogatu Zili Zhou Dónal Landers André Freitas LRM 44 2 0 02 Aug 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 77 92 0 27 Jul 2022
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 122 9 0 26 Jul 2022
Retrieval-Augmented Transformer for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara 79 59 0 26 Jul 2022
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Yin Fang Jeff Z. Pan Ningyu Zhang Wen Zhang 89 37 0 26 Jul 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Giang Nguyen Mohammad Reza Taesiri Anh Totti Nguyen 75 44 0 26 Jul 2022
Towards a Sentiment-Aware Conversational Agent Isabel Dias Ricardo Rei Patrícia Pereira Luísa Coheur LLMAG 57 5 0 24 Jul 2022
MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation Sitan Yang Carson Eisenach Dhruv Madeka AI4TS 52 7 0 21 Jul 2022
Revisiting Hotels-50K and Hotel-ID Aarash Feizi Arantxa Casanova Adriana Romero Soriano Reihaneh Rabbany 17 2 0 20 Jul 2022
Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification Renrui Zhang Zhang Wei Rongyao Fang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 133 319 0 19 Jul 2022
Flow Moods: Recommending Music by Moods on Deezer Théo Bontempelli Benjamin Chapus François Rigaud M. Morlon Marin Lorant Guillaume Salha-Galvan 58 17 0 15 Jul 2022
Semi-supervised Vector-Quantization in Visual SLAM using HGCN Amir Zarringhalam S. S. Ghidary A. Khorasani 76 1 0 14 Jul 2022
Self-supervised Vector-Quantization in Visual SLAM using Deep Convolutional Autoencoders Amir Zarringhalam S. S. Ghidary A. Khorasani SSL 31 0 0 14 Jul 2022
Improving Multi-Interest Network with Stable Learning Zhaocheng Liu Yingtao Luo Di Zeng Qiang Liu Daqing Chang Dongying Kong Zhi Chen HAI 107 1 0 14 Jul 2022
Re2G: Retrieve, Rerank, Generate Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury Ankita Rajaram Naik Pengshan Cai A. Gliozzo RALM 89 96 0 13 Jul 2022
DocPrompting: Generating Code by Retrieving the Docs Shuyan Zhou Uri Alon Frank F. Xu Zhiruo Wang Zhengbao Jiang Graham Neubig LLMAG 98 140 0 13 Jul 2022
An Efficiency Study for SPLADE Models Carlos Lassance Stéphane Clinchant 87 70 0 08 Jul 2022
Red PANDA: Disambiguating Anomaly Detection by Removing Nuisance Factors Niv Cohen Jonathan Kahana Yedid Hoshen 77 4 0 07 Jul 2022
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering Zhucheng Tu Sarguna Padmanabhan VLM RALM 63 3 0 05 Jul 2022
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Vésteinn Snæbjarnarson H. Einarsson 52 6 0 05 Jul 2022
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios Xueying Zhan Zeyu Dai Qingzhong Wang Qing Li Haoyi Xiong Dejing Dou Antoni B. Chan OODD 46 3 0 04 Jul 2022
Framing Algorithmic Recourse for Anomaly Detection Debanjan Datta F. Chen Naren Ramakrishnan 68 5 0 29 Jun 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 151 25 0 28 Jun 2022
SImProv: Scalable Image Provenance Framework for Robust Content Attribution Alexander Black Tu Bui Simon Jenni Zhifei Zhang Viswanathan Swaminanthan John Collomosse 56 0 0 28 Jun 2022
Cooperative Retriever and Ranker in Deep Recommenders Xunpeng Huang Defu Lian Jin Chen Liu Zheng Xing Xie Enhong Chen VLM AI4TS 58 12 0 28 Jun 2022
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems Sebastian Hofstatter Nick Craswell Bhaskar Mitra Hamed Zamani Allan Hanbury 74 5 0 26 Jun 2022
Multi-Variate Time Series Forecasting on Variable Subsets Jatin Chauhan A. Raghuveer Rishi Saket Jay Nandy B. Ravindran AI4TS 92 11 0 25 Jun 2022
Inverted Semantic-Index for Image Retrieval Ying Wang VLM 23 0 0 25 Jun 2022
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search Patrick H. Chen Wei-Cheng Chang Hsiang-Fu Yu Inderjit S. Dhillon Cho-Jui Hsieh 31 16 0 22 Jun 2022
ProtoCLIP: Prototypical Contrastive Language Image Pretraining Delong Chen Zhao Wu Fan Liu Zaiquan Yang Huaxi Huang Ying Tan Erjin Zhou VLM CLIP 86 28 0 22 Jun 2022
Secure and Efficient Query Processing in Outsourced Databases Dmytro Bogatov 112 0 0 21 Jun 2022
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Shengyao Zhuang Houxing Ren Linjun Shou Jian Pei Ming Gong Guido Zuccon Daxin Jiang 101 68 0 21 Jun 2022