Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown

Title
Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 69 8 0 22 Mar 2022
CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning Mohammad Reza Taesiri Finlay Macklon Cor-Paul Bezemer CLIP 70 14 0 21 Mar 2022
FaceMap: Towards Unsupervised Face Clustering via Map Equation Xiaotian Yu Yifan Yang Aibo Wang Ling Xing Hanling Yi Guangming Lu Xiaoyu Wang CVBM 57 3 0 21 Mar 2022
Representation-Agnostic Shape Fields Xiaoyang Huang Jiancheng Yang Yanjun Wang Ziyu Chen Linguo Li Teng Li Bingbing Ni Wenjun Zhang 55 7 0 19 Mar 2022
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine Yifu Qiu Hongyu Li Yingqi Qu Ying-Cong Chen Qiaoqiao She Jing Liu Hua Wu Haifeng Wang RALM 102 17 0 19 Mar 2022
BIOS: An Algorithmically Generated Biomedical Knowledge Graph Sheng Yu Zheng Yuan Jun Xia Shengxuan Luo Huaiyuan Ying ... Yucong Lin Keming Lu Jing Wang Yutao Xie H. Shum 66 16 0 18 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation Renhao Wang Hang Zhao Yang Gao SSL 60 1 0 17 Mar 2022
Memorizing Transformers Yuhuai Wu M. Rabe DeLesley S. Hutchins Christian Szegedy RALM 106 179 0 16 Mar 2022
Integrating Language Guidance into Vision-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata VLM 55 29 0 16 Mar 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan RALM 3DV AI4TS 67 63 0 16 Mar 2022
Motif Mining: Finding and Summarizing Remixed Image Content William Theisen Daniel Gonzalez Zachariah Carmichael Daniel Moreira Tim Weninger Walter J. Scheirer 58 12 0 16 Mar 2022
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Xuandong Zhao Zhiguo Yu Ming-li Wu Lei Li 55 5 0 15 Mar 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data Shuyan Zhou Li Zhang Yue Yang Qing Lyu Pengcheng Yin Chris Callison-Burch Graham Neubig 87 29 0 14 Mar 2022
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media Hana Matatov Mor Naaman Ofra Amir 51 5 0 14 Mar 2022
Disentangled Representation Learning for Text-Video Retrieval Qiang Wang Yanhao Zhang Yun Zheng Pan Pan Xiansheng Hua 76 81 0 14 Mar 2022
Interpretability for Language Learners Using Example-Based Grammatical Error Correction Masahiro Kaneko Sho Takase Ayana Niwa Naoaki Okazaki 70 26 0 14 Mar 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 61 25 0 14 Mar 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling Xindi Wang Robert E. Mercer Frank Rudzicz 58 12 0 14 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 72 48 0 11 Mar 2022
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan 92 77 0 11 Mar 2022
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes Yunjiang Jiang Han Zhang Yiming Qiu Yun Xiao Bo Long Wen-Yun Yang 34 6 0 09 Mar 2022
Improved Search of Relevant Points for Nearest-Neighbor Classification Alejandro Flores-Velazco 24 1 0 07 Mar 2022
OverlapTransformer: An Efficient and Rotation-Invariant Transformer Network for LiDAR-Based Place Recognition Junyi Ma Jun Zhang Jintao Xu Rui Ai Weihao Gu Xieyuanli Chen ViT 3DPC 93 136 0 07 Mar 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei Zhao Zhuoyu Wei Jingming Liu 91 186 0 04 Mar 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation Chengwei Qin Shafiq Joty BDL CLL 76 37 0 04 Mar 2022
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification Yuanhong Chen Fengbei Liu Hu Wang Chong Wang Yu Tian Yuyuan Liu G. Carneiro NoLa 120 8 0 03 Mar 2022
ARM 4-BIT PQ: SIMD-based Acceleration for Approximate Nearest Neighbor Search on ARM Yasuhiro Matsui Yoshiki Imaizumi Naoya Miyamoto N. Yoshifuji MQ 43 4 0 03 Mar 2022
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes Felix Jimenez Matthias Katzfuss 67 10 0 02 Mar 2022
Colar: Effective and Efficient Online Action Detection by Consulting Exemplars Le Yang Junwei Han Dingwen Zhang 77 38 0 02 Mar 2022
WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models Jingwei Zhuo Binda Liu Xiang Li Ziru Xu Xiaoqiang Zhu 20 0 0 28 Feb 2022
ARIA: Adversarially Robust Image Attribution for Content Provenance Maksym Andriushchenko Xiaochen Li Geoffrey Oxholm Thomas Gittings Tu Bui Nicolas Flammarion John Collomosse AAML 39 2 0 25 Feb 2022
Data refinement for fully unsupervised visual inspection using pre-trained networks Antoine Cordier Benjamin Missaoui Pierre Gutierrez 62 5 0 25 Feb 2022
When do GANs replicate? On the choice of dataset size Qianli Feng Chen Guo Fabian Benitez-Quiroz Aleix M. Martinez 218 54 0 23 Feb 2022
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching Geewook Kim Wonseok Hwang Minjoon Seo Seunghyun Park 59 0 0 23 Feb 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen Anton Van Den Hengel 70 113 0 22 Feb 2022
ALGAN: Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables Hironori Murase Kenji Fukumizu 46 12 0 21 Feb 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 96 126 0 21 Feb 2022
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning Jiawei Yang Hanbo Chen Jiangpeng Yan Xiaoyu Chen Jianhua Yao VLM 69 21 0 18 Feb 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 76 27 0 15 Feb 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 113 77 0 14 Feb 2022
Semantic Matching from Different Perspectives Weijie Liu Tao Zhu Weiquan Mao Zhe Zhao Weigang Guo Xuefeng Yang Qi Ju 36 0 0 14 Feb 2022
Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search Jianjin Zhang Zheng Liu Weihao Han Shitao Xiao Rui Zheng ... Hanqing Zhu Premkumar Srinivasan Denvy Deng Qi Zhang Xing Xie 83 30 0 13 Feb 2022
Improving Image-recognition Edge Caches with a Generative Adversarial Network Guilherme B. Souza R. G. Pacheco R. S. Couto 111 0 0 11 Feb 2022
InPars: Data Augmentation for Information Retrieval using Large Language Models L. Bonifacio Hugo Queiroz Abonizio Marzieh Fadaee Rodrigo Nogueira VLM RALM 91 62 0 10 Feb 2022
NxtPost: User to Post Recommendations in Facebook Groups Kaushik Rangadurai Yiqun Liu Siddarth Malreddy Xiaoyi Liu P. Maheshwari Vishwanath Sangale Fedor Borisyuk 42 6 0 08 Feb 2022
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery Quan Nguyen Roman Garnett 64 5 0 08 Feb 2022
Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval Jinpeng Wang Bin Chen Dongliang Liao Ziyun Zeng Gongfu Li Shutao Xia Jin Xu 62 8 0 07 Feb 2022
The Met Dataset: Instance-level Recognition for Artworks Nikolaos-Antonios Ypsilantis Noa Garcia G. Han Sarah Ibrahimi Nanne van Noord Giorgos Tolias 76 43 0 03 Feb 2022
Variational Nearest Neighbor Gaussian Process Luhuan Wu Geoff Pleiss John P. Cunningham BDL 94 15 0 03 Feb 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation Marco Rosano Antonino Furnari Luigi Gulino C. Santoro G. Farinella EgoV 88 5 0 02 Feb 2022