Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 95 14 0 10 May 2023
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence Rémi Leluc Franccois Portier Johan Segers Aigerim Zhuman 81 8 0 10 May 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models Varun Nair Elliot Schumacher Anitha Kannan LM&MA 111 8 0 10 May 2023
Deep Partial Multi-Label Learning with Graph Disambiguation Haobo Wang Shisong Yang Gengyu Lyu Weiwei Liu Tianlei Hu Ke Chen Songhe Feng Gang Chen 63 10 0 10 May 2023
DietCNN: Multiplication-free Inference for Quantized CNNs Swarnava Dey P. Dasgupta P. Chakrabarti MQ 105 1 0 09 May 2023
ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch Nikolaus Korfhage M. Mühling Bernd Freisleben 44 3 0 08 May 2023
Unified Demonstration Retriever for In-Context Learning Xiaonan Li Kai Lv Hang Yan Tianya Lin Wei-wei Zhu Yuan Ni Guotong Xie Xiaoling Wang Xipeng Qiu RALM VPVLM 77 142 0 07 May 2023
REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models Anthony Saieva Saikat Chakraborty Gail E. Kaiser 38 1 0 05 May 2023
In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models Suzanna Sia Kevin Duh LRM 98 17 0 05 May 2023
Re $^3$ Dial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training Jiaxin Wen Hao Zhou Jian Guan Minlie Huang 65 0 0 04 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 203 129 0 02 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset Jianquan Li Xidong Wang Xiangbo Wu Zhiyi Zhang Xiaolong Xu Jie Fu Prayag Tiwari Xiang Wan Benyou Wang LM&MA 157 50 0 02 May 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models Dave Van Veen Cara Van Uden Maayane Attias Anuj Pareek Christian Blüthgen ... Jean-Benoit Delbrouck Juan Manuel Zambrano Chaves C. Langlotz Akshay S. Chaudhari John M. Pauly LM&MA 87 29 0 02 May 2023
ArK: Augmented Reality with Knowledge Interactive Emergent Ability Qiuyuan Huang Jinho Park Abhinav Gupta Paul N. Bennett Ran Gong ... Baolin Peng O. Mohammed C. Pal Yejin Choi Jianfeng Gao 114 6 0 01 May 2023
Multivariate Representation Learning for Information Retrieval Hamed Zamani Michael Bendersky DML 57 3 0 27 Apr 2023
string2string: A Modern Python Library for String-to-String Algorithms Mirac Suzgun Stuart M. Shieber Dan Jurafsky 60 7 0 27 Apr 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 100 451 0 27 Apr 2023
Retrieval-based Knowledge Augmented Vision Language Pre-training Jiahua Rao Zifei Shan Long Liu Yao Zhou Yuedong Yang VLM 152 14 0 27 Apr 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 69 6 0 26 Apr 2023
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Alireza Salemi Juan Altmayer Pizzorno Hamed Zamani 38 15 0 26 Apr 2023
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval Chunxi Guo Zhiliang Tian Jintao Tang Pancheng Wang Zhihua Wen Kang Yang Ting Wang 57 24 0 26 Apr 2023
Compressing Sentence Representation with maximum Coding Rate Reduction Domagoj Ševerdija Tomislav Prusina Antonio Jovanovic Luka Borozan Jurica Maltar Domagoj Matijević 65 2 0 25 Apr 2023
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Yi-Fan Zhang Xue Wang Kexin Jin Kun Yuan Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan TTA OOD 93 43 0 25 Apr 2023
AutoFocusFormer: Image Segmentation off the Grid Chen Ziwen K. Patnaik Shuangfei Zhai Alvin Wan Zhile Ren Alex Schwing Alex Colburn Li Fuxin 93 12 0 24 Apr 2023
Constructing Tree-based Index for Efficient and Effective Dense Retrieval Haitao Li Qingyao Ai Jingtao Zhan Jiaxin Mao Yu-an Liu Zheng Liu Bo Zhao 99 23 0 24 Apr 2023
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs Brian M. Belgodere Pierre Dognin Adam Ivankay Igor Melnyk Youssef Mroueh ... Mattia Rigotti Jerret Ross Yair Schiff Radhika Vedpathak Richard A. Young 113 12 0 21 Apr 2023
FIANCEE: Faster Inference of Adversarial Networks via Conditional Early Exits Polina Karpikova Radionova Ekaterina A. Yaschenko Andrei A. Spiridonov Leonid Kostyushko Riccardo Fabbricatore Aleksei Ivakhnenko Samsung AI Center 42 3 0 20 Apr 2023
Decouple Non-parametric Knowledge Distillation For End-to-end Speech Translation Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Zhen Li 47 4 0 20 Apr 2023
Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain Philipp Rigoll Patrick Petersen Hanno Stage Lennart Ries Eric Sax 55 5 0 20 Apr 2023
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Songlin Hu MoE RALM 60 5 0 20 Apr 2023
BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer Lucas Georges Gabriel Charpentier Sondre Wold David Samuel Egil Rønningstad KELM RALM 57 2 0 19 Apr 2023
Revisiting the Role of Similarity and Dissimilarity in Best Counter Argument Retrieval Hongguang Shi Shuirong Cao Cam-Tu Nguyen 46 2 0 18 Apr 2023
Transformer-based Graph Neural Networks for Outfit Generation Federico Becattini Federico Maria Teotini A. Bimbo 48 7 0 17 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 408 3,515 0 14 Apr 2023
SEA: A Scalable Entity Alignment System Junyang Wu Tianyi Li Lu Chen Yunjun Gao Ziheng Wei 59 9 0 14 Apr 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study Wei Ping Ming-Yu Liu Peng Xu Lawrence C. McAfee Zihan Liu ... Oleksii Kuchaiev Yue Liu Chaowei Xiao Anima Anandkumar Bryan Catanzaro RALM 94 59 0 13 Apr 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 84 62 0 13 Apr 2023
Unicom: Universal and Compact Representation Learning for Image Retrieval Xiang An Jiankang Deng Kaicheng Yang Jaiwei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM SSL 86 28 0 12 Apr 2023
Self-Supervised Learning with Cluster-Aware-DINO for High-Performance Robust Speaker Verification Bing Han Zhengyang Chen Y. Qian 56 21 0 12 Apr 2023
ChemCrow: Augmenting large-language models with chemistry tools Andres M Bran Sam Cox Oliver Schilter Carlo Baldassari Andrew D. White P. Schwaller LLMAG 144 396 0 11 Apr 2023
EKILA: Synthetic Media Provenance and Attribution for Generative Art Kar Balan S. Agarwal Simon Jenni Andy Parsons Andrew Gilbert John Collomosse 63 13 0 10 Apr 2023
LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search Qiao Jin Andrew Shin Zhiyong Lu RALM 58 7 0 10 Apr 2023
Point-SLAM: Dense Neural Point Cloud-based SLAM Erik Sandström Yue Li Luc Van Gool Martin R. Oswald 3DPC 96 142 0 09 Apr 2023
Audience Expansion for Multi-show Release Based on an Edge-prompted Heterogeneous Graph Network Kai Song Shaofeng Wang Ziwei Xie Shanyu Wang Jiahong Li Yongqiang Yang 37 0 0 08 Apr 2023
Similarity search in the blink of an eye with compressed indices Cecilia Aguerrebere Ishwar Bhati Mark Hildebrand Mariano Tepper Ted Willke 70 30 0 07 Apr 2023
Linking Representations with Multimodal Contrastive Learning Abhishek Arora Xinmei Yang Shao-Yu Jheng Melissa Dell 40 1 0 07 Apr 2023
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training Daniel Fernando Campos ChengXiang Zhai Alessandro Magnani 80 4 0 06 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 62 1 0 06 Apr 2023
Efficient OCR for Building a Diverse Digital History Jacob Carlson Tom Bryan Melissa Dell 87 12 0 05 Apr 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval Jinhyuk Lee Zhuyun Dai Sai Meher Karthik Duddu Tao Lei Iftekhar Naim Ming-Wei Chang Vincent Zhao 84 18 0 04 Apr 2023