Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown

Title
Detecting Adversarial Examples in Batches -- a geometrical approach Danush Kumar Venkatesh Peter Steinbach AAML 51 2 0 17 Jun 2022
Unsupervised Space Partitioning for Nearest Neighbor Search Abrar Fahim Mohammed Eunus Ali Muhammad Aamir Cheema 39 1 0 16 Jun 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Julian Gebele Bonifaz Stuhr Johann Haselberger 94 12 0 16 Jun 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 123 92 0 14 Jun 2022
Exploring evolution-aware & -free protein language models as protein function predictors Min Hu Fajie Yuan Kevin Kaichuang Yang Fusong Ju Jingyu Su Hongya Wang Fei Yang Qiuyang Ding 68 42 0 14 Jun 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu Sirui Xie Xiaojian Ma Baoxiong Jia Bo Pang Ruigi Gao Yixin Zhu Song-Chun Zhu Ying Nian Wu DiffM 90 82 0 13 Jun 2022
Data Augmentation for Intent Classification Derek Chen Claire Yin 61 3 0 12 Jun 2022
Grounding in social media: An approach to building a chit-chat dialogue model Ritvik Choudhary Daisuke Kawahara 65 5 0 12 Jun 2022
Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 94 15 0 12 Jun 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick Ng Zhiguo Wang Bing Xiang 63 5 0 10 Jun 2022
Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning Deyao Zhu Erran L. Li Mohamed Elhoseiny OffRL 86 8 0 09 Jun 2022
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives Wei Wang Liangzhu Ge Jingqiao Zhang Cheng Yang 66 22 0 06 Jun 2022
Finetuning a Kalaallisut-English machine translation system using web-crawled data Alex Jones 51 2 0 05 Jun 2022
Delving into the Openness of CLIP Shuhuai Ren Lei Li Xuancheng Ren Guangxiang Zhao Xu Sun VLM 85 13 0 04 Jun 2022
Augmenting Scientific Creativity with Retrieval across Knowledge Domains Hyeonsu B Kang Sheshera Mysore Kevin Huang Haw-Shiuan Chang Thorben Prein Andrew McCallum A. Kittur E. Olivetti 66 9 0 02 Jun 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin Yujia Xie Dongdong Chen Yichong Xu Chenguang Zhu Lu Yuan 86 74 0 02 Jun 2022
An Empirical Study of Retrieval-enhanced Graph Neural Networks Dingmin Wang Shengchao Liu Hanchen Wang Bernardo Cuenca Grau Linfeng Song Jian Tang Song Le Qi Liu 82 0 0 01 Jun 2022
Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scale Cyril Vallez Andrei Kucharavy Ljiljana Dolamic 30 5 0 01 Jun 2022
PAGER: Progressive Attribute-Guided Extendable Robust Image Generation Zohreh Azizi C.-C. Jay Kuo VLM DiffM GAN 89 9 0 01 Jun 2022
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery Dimitrios Mallis Enrique Sanchez Matt Bell Georgios Tzimiropoulos SSL 3DPC 70 7 0 31 May 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning Xiang Chen Lei Li Ningyu Zhang Xiaozhuan Liang Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen VLM 130 54 0 29 May 2022
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems H. Wan S. Patel J. William Murdock Saloni Potdar Sachindra Joshi 75 1 0 27 May 2022
kNN-Prompt: Nearest Neighbor Zero-Shot Inference Weijia Shi Julian Michael Suchin Gururangan Luke Zettlemoyer RALM VLM 90 32 0 27 May 2022
Matryoshka Representation Learning Aditya Kusupati Gantavya Bhatt Aniket Rege Matthew Wallingford Aditya Sinha ... William Howard-Snyder Kaifeng Chen Sham Kakade Prateek Jain Ali Farhadi 138 89 0 26 May 2022
Learn to Cluster Faces via Pairwise Classification Junfu Liu Di Qiu Pengfei Yan Xiaolin K. Wei CVBM 3DH 73 14 0 26 May 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 316 132 0 25 May 2022
Few-shot Reranking for Multi-hop QA via Language Model Prompting Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Ho Hin Lee Lu Wang LRM 99 20 0 25 May 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 129 43 0 25 May 2022
Unsupervised Learning of Hierarchical Conversation Structure Bo-Ru Lu Yushi Hu Hao Cheng Noah A. Smith Mari Ostendorf 62 4 0 24 May 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 130 28 0 24 May 2022
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval Nandan Thakur Nils Reimers Jimmy J. Lin VLM 55 5 0 23 May 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation Yichao Du Weizhi Wang Zhirui Zhang Boxing Chen Tong Xu Jun Xie Enhong Chen 128 18 0 23 May 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training Yifan Gao Qingyu Yin Zheng Li Rui Meng Tong Zhao Bing Yin Irwin King Michael R. Lyu RALM 87 21 0 21 May 2022
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities Yunjun Gao Xiaoze Liu Junyang Wu Tianyi Li Pengfei Wang Lu Chen 97 40 0 20 May 2022
Visually-Augmented Language Modeling Weizhi Wang Li Dong Hao Cheng Haoyu Song Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei VLM 82 18 0 20 May 2022
PLAID: An Efficient Engine for Late Interaction Retrieval Keshav Santhanam Omar Khattab Christopher Potts Matei A. Zaharia VLM 117 76 0 19 May 2022
Automated Crossword Solving Eric Wallace Nicholas Tomlin Albert Xu Kevin Kaichuang Yang Eshaan Pathak Matthew Ginsberg Dan Klein 104 13 0 19 May 2022
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking Minghan Li Xinyu Crystina Zhang Ji Xin Hongyang R. Zhang Jimmy J. Lin 63 6 0 19 May 2022
Automatic Rule Induction for Interpretable Semi-Supervised Learning Reid Pryzant Ziyi Yang Yichong Xu Chenguang Zhu Michael Zeng 81 10 0 18 May 2022
Exploiting Social Media Content for Self-Supervised Style Transfer Dana Ruiter Thomas Kleinbauer C. España-Bonet Josef van Genabith Dietrich Klakow 83 2 0 18 May 2022
Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks Ryan M Sander Wilko Schwarting Tim Seyde Igor Gilitschenski S. Karaman Daniela Rus 64 2 0 18 May 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval Tong Niu Kazuma Hashimoto Yingbo Zhou Caiming Xiong VLM 46 5 0 17 May 2022
Noise-Tolerant Learning for Audio-Visual Action Recognition Haocheng Han Qinghua Zheng Minnan Luo Kaiyao Miao Feng Tian Yuanchun Chen NoLa 92 8 0 16 May 2022
Reasoning about Procedures with Natural Language Processing: A Tutorial Li Zhang AI4TS 61 9 0 16 May 2022
Long-term Control for Dialogue Generation: Methods and Evaluation Ramya Ramakrishnan H. Narangodage M. Schilman Kilian Q. Weinberger Ryan T. McDonald 55 8 0 15 May 2022
kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval Ahmed El-Kishky Thomas Markovich Kenny Leung Frank Portman A. Haghighi Ying Xiao 68 12 0 12 May 2022
Towards Optimal VPU Compiler Cost Modeling by using Neural Networks to Infer Hardware Performances Ian Frederick Vigogne Goodbody Hunter Alessandro Palla Sebastian Eusebiu Nagy R. Richmond Kyle McAdoo 49 2 0 09 May 2022
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations Md Tahmid Rahman Laskar Cheng Chen Aliaksandr Martsinovich Jonathan Johnston Xue-Yong Fu TN ShashiBhushan Simon Corston-Oliver 74 17 0 09 May 2022
Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi Terra Blevins M. Lewis Daniel S. Weld Luke Zettlemoyer 81 1 0 09 May 2022
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search H. Simhadri G. Williams Martin Aumüller Matthijs Douze Artem Babenko ... Lucas Hosseini Ravishankar Krishnaswamy Gopal Srinivasa Suhas Jayaram Subramanya Jingdong Wang NAI 59 52 0 08 May 2022