Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Boosting Contrastive Learning with Relation Knowledge Distillation Kai Zheng Yuanjiang Wang Ye Yuan SSL 50 13 0 08 Dec 2021
Producing augmentation-invariant embeddings from real-life imagery S. M. Papadakis Sanjay V. Addicam 50 7 0 06 Dec 2021
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning Qibin Chen Jeremy Lacomis Edward J. Schwartz Graham Neubig Bogdan Vasilescu Claire Le Goues VLM 77 35 0 05 Dec 2021
3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge Xinlong Sun Yangyang Qin Xuyuan Xu Guoping Gong Yang Fang Yexin Wang 113 5 0 04 Dec 2021
The Surprising Effectiveness of Representation Learning for Visual Imitation Jyothish Pari Nur Muhammad (Mahi) Shafiullah Sridhar Pandian Arunachalam Lerrel Pinto SSL 107 171 0 02 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 126 417 0 02 Dec 2021
CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization Wei Liu Huanqin Wu Wenjing Mu Zhen Li Tao Chen Dan Nie HILM 60 17 0 02 Dec 2021
Synthetic weather radar using hybrid quantum-classical machine learning Graham Enos M. Reagor Maxwell P. Henderson Christina Young K. Horton Mandy Birch C. Rigetti 43 10 0 30 Nov 2021
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Fengbei Liu Yu Tian Yuanhong Chen Yuyuan Liu Vasileios Belagiannis G. Carneiro 112 82 0 25 Nov 2021
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets Marcella Cornia Lorenzo Baraldi G. Fiameni Rita Cucchiara 109 12 0 24 Nov 2021
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 60 4 0 24 Nov 2021
Variational Learning for Unsupervised Knowledge Grounded Dialogs Mayank Mishra Dhiraj Madan Gaurav Pandey Danish Contractor 62 3 0 23 Nov 2021
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 104 2 0 22 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 128 102 0 22 Nov 2021
GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation Desheng Cai Jun Hu Quan Zhao Shengsheng Qian Quan Fang Changsheng Xu 33 3 0 19 Nov 2021
Personalized Federated Learning through Local Memorization Othmane Marfoq Giovanni Neglia Laetitia Kameni Richard Vidal FedML 122 94 0 17 Nov 2021
CoReS: Compatible Representations via Stationarity Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo OOD 63 9 0 15 Nov 2021
Improving Experience Replay through Modeling of Similar Transitions' Sets Daniel Eugênio Neves João Pedro Oliveira Batisteli Eduardo Felipe Lopes Lucila Ishitani Zenilton K. G. Patrocínio OffRL 23 1 0 12 Nov 2021
Characterization of Frequent Online Shoppers using Statistical Learning with Sparsity R. Sambasivan M. Burgess Jörg Schad Arthur K. Keen Christopher Woodward Alexander Geenen Sachin Sharma 20 1 0 11 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 53 0 0 10 Nov 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 288 403 0 06 Nov 2021
SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search Qi Chen B. Zhao Haidong Wang Mingqin Li Chuanjie Liu Zengzhong Li Mao Yang Jingdong Wang 93 48 0 05 Nov 2021
Successor Feature Neural Episodic Control David Emukpere Xavier Alameda-Pineda Chris Reinke BDL 61 3 0 04 Nov 2021
Accurate Point Cloud Registration with Robust Optimal Transport Zhengyang Shen Jean Feydy Peirong Liu A. Curiale R. S. J. Estépar Raúl San José Estépar Marc Niethammer 3DPC OOD OT 39 53 0 01 Nov 2021
A Scalable AutoML Approach Based on Graph Neural Networks M. Helali Essam Mansour Ibrahim Abdelaziz Julian T Dolby Kavitha Srinivas GNN 73 13 0 29 Oct 2021
What makes us curious? analysis of a corpus of open-domain questions Zhaozhen Xu Amelia Howarth Nicole L. Briggs N. Cristianini 25 2 0 28 Oct 2021
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges Mohammadreza Salehi Hossein Mirzaei Dan Hendrycks Yixuan Li M. Rohban Mohammad Sabokrou OOD 132 199 0 26 Oct 2021
A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data Jialun Wu Zeyu Gao Haichuan Zhang Ruonan Zhang Tieliang Gong Chunbao Wang Chen Li MedIm 20 6 0 26 Oct 2021
Cascading Feature Extraction for Fast Point Cloud Registration Mustafa Sercan Amac Yusuke Matsui 3DPC 20 1 0 23 Oct 2021
A Simple Baseline for Low-Budget Active Learning Kossar Pourahmadi Parsa Nooralinejad Hamed Pirsiavash 90 20 0 22 Oct 2021
Simple Dialogue System with AUDITED Eugenio Clerico Piotr Koniusz 65 2 0 22 Oct 2021
Class Incremental Online Streaming Learning S. Banerjee Vinay Kumar Verma T. Parag M. Singh Vinay P. Namboodiri CLL 48 4 0 20 Oct 2021
TLDR: Twin Learning for Dimensionality Reduction Yannis Kalantidis Carlos Lassance Jon Almazán Diane Larlus SSL 61 11 0 18 Oct 2021
GNN-LM: Language Modeling based on Global Contexts via GNN Yuxian Meng Shi Zong Xiaoya Li Xiaofei Sun Tianwei Zhang Leilei Gan Jiwei Li LRM 125 39 0 17 Oct 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 204 48 0 16 Oct 2021
Intent-based Product Collections for E-commerce using Pretrained Language Models Hiun Kim Jisu Jeong KyungHyun Kim Dongjun Lee Hyun Dong Lee Dongpil Seo Jeeseung Han Dong Wook Park J. Heo Rak Yeong Kim 97 3 0 15 Oct 2021
Cross-Lingual Fine-Grained Entity Typing N. Selvaraj Yasumasa Onoe Greg Durrett 47 2 0 15 Oct 2021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 126 44 0 14 Oct 2021
Exposing Query Identification for Search Transparency Ruohan Li Jianxiang Li Bhaskar Mitra Fernando Diaz Asia J. Biega 77 8 0 14 Oct 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 124 42 0 14 Oct 2021
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval Bohong Wu Zhuosheng Zhang Jinyuan Wang Hai Zhao VLM AI4TS 98 23 0 14 Oct 2021
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 140 69 0 13 Oct 2021
Exploring Dense Retrieval for Dialogue Response Selection Tian Lan Deng Cai Yan Wang Yixuan Su Heyan Huang Xian-Ling Mao 171 19 0 13 Oct 2021
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Fei Sha William W. Cohen RALM 91 47 0 12 Oct 2021
Embracing Structure in Data for Billion-Scale Semantic Product Search V. Lakshman C. Teo Xiaowen Chu Priyank Nigam Abhinandan Patni Pooja Maknikar S.V.N. Vishwanathan DML 29 6 0 12 Oct 2021
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation Sashank Santhanam Behnam Hedayatnia Spandana Gella Aishwarya Padmakumar Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 79 35 0 11 Oct 2021
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference William B. Held Dan Iter Dan Jurafsky 65 23 0 11 Oct 2021
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks Anton Chernyavskiy Dmitry Ilvovsky Pavel Kalinin Preslav Nakov 63 8 0 10 Oct 2021
The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design Yoav Levine Noam Wies Daniel Jannai D. Navon Yedid Hoshen Amnon Shashua AI4CE 103 37 0 09 Oct 2021
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering Donghan Yu Chenguang Zhu Yuwei Fang Wenhao Yu Shuohang Wang Yichong Xu Xiang Ren Yiming Yang Michael Zeng 90 90 0 08 Oct 2021