Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Unsupervised Hashing with Similarity Distribution Calibration KamWoh Ng Xiatian Zhu Jiun Tian Hoe Chee Seng Chan Tianyu Zhang Yi-Zhe Song Tao Xiang 49 2 0 15 Feb 2023
Versatile User Identification in Extended Reality using Pretrained Similarity-Learning Christian Rack Konstantin Kobs Tamara Fernando Andreas Hotho Marc Latoschik 63 5 0 15 Feb 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 93 102 0 15 Feb 2023
A Survey on Global LiDAR Localization: Challenges, Advances and Open Problems Huan Yin Xuecheng Xu Shan Lu Xieyuanli Chen R. Xiong Shaojie Shen C. Stachniss Yue Wang 147 70 0 15 Feb 2023
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques Qi Zhang Zijian Yang Yi-Li Huang Ze Chen Zijian Cai Kangxu Wang Jiewen Zheng Jiarong He Jin Gao LRM VLM 59 1 0 14 Feb 2023
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents Shreya Saxena Raj Sangani Siva Prasad Shubham Kumar Mihir Athale Rohan Awhad Vishal Vaddina 41 5 0 14 Feb 2023
Adversarial Transformer Language Models for Contextual Commonsense Inference Pedro Colon-Hernandez H. Lieberman Yida Xin Claire Yin C. Breazeal Peter Chin 66 2 0 10 Feb 2023
Beyond In-Domain Scenarios: Robust Density-Aware Calibration Christian Tomani Futa Waseda Yuesong Shen Daniel Cremers UQCV 47 5 0 10 Feb 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning Zhuolin Yang Ming-Yu Liu Zihan Liu V. Korthikanti Weili Nie ... Yuke Zhu Mohammad Shoeybi Bryan Catanzaro Chaowei Xiao Anima Anandkumar VLM RALM 101 40 0 09 Feb 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories Suyu Ge Chenyan Xiong Corby Rosset Arnold Overwijk Jiawei Han Paul N. Bennett VLM 62 6 0 07 Feb 2023
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval Ziyang Luo Pu Zhao Can Xu Xiubo Geng Tao Shen Chongyang Tao Jing Ma Qingwen Lin Daxin Jiang VLM CLIP 58 3 0 06 Feb 2023
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking Shanlei Mu Penghui Wei Wayne Xin Zhao Shaoguo Liu Liangji Wang Bo Zheng 62 4 0 06 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 106 16 0 05 Feb 2023
CVTNet: A Cross-View Transformer Network for Place Recognition Using LiDAR Data Junyi Ma Guang-ming Xiong Jingyi Xu Xieyuanli Chen ViT 104 34 0 03 Feb 2023
The geometry of hidden representations of large transformer models L. Valeriani Diego Doimo F. Cuturello Alessandro Laio A. Ansuini Alberto Cazzaniga MILM 82 60 0 01 Feb 2023
In-Context Retrieval-Augmented Language Models Ori Ram Yoav Levine Itay Dalmedigos Dor Muhlgay Amnon Shashua Kevin Leyton-Brown Y. Shoham KELM RALM LRM 113 611 0 31 Jan 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 67 2 0 30 Jan 2023
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens Chen Chen Bowen Zhang Liangliang Cao Jiguang Shen Tom Gunter Albin Madappally Jose Alexander Toshev Jonathon Shlens Ruoming Pang Yinfei Yang VLM 3DV 56 15 0 30 Jan 2023
Extremal Domain Translation with Neural Optimal Transport Milena Gazdieva Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 67 12 0 30 Jan 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 170 644 0 30 Jan 2023
ClusterFuG: Clustering Fully connected Graphs by Multicut Ahmed Abbas Paul Swoboda 71 3 0 28 Jan 2023
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval Seungyeon Kim A. S. Rawat Manzil Zaheer Sadeep Jayasumana Veeranjaneyulu Sadhanala Wittawat Jitkrittum A. Menon Rob Fergus Surinder Kumar FedML 76 7 0 27 Jan 2023
Semi-Parametric Video-Grounded Text Generation Sungdong Kim Jin-Hwa Kim Jiyoung Lee Minjoon Seo VGen 72 14 0 27 Jan 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development Avirup Sil Jaydeep Sen Bhavani Iyer M. Franz Kshitij P. Fadnis ... Yulong Li Md Arafat Sultan Riyaz Ahmad Bhat Radu Florian Salim Roukos 70 4 0 23 Jan 2023
AttMEMO : Accelerating Transformers with Memoization on Big Memory Systems Yuan Feng Hyeran Jeon F. Blagojevic Cyril Guyot Qing Li Dong Li GNN 58 3 0 23 Jan 2023
Investigating Strategies for Clause Recommendation Sagar Joshi Sumanth Balaji Jerrin Thomas Aparna Garimella Vasudeva Varma AILaw 30 1 0 21 Jan 2023
Visual Semantic Relatedness Dataset for Image Captioning Ahmed Sabir Francesc Moreno-Noguer Lluís Padró CoGe VLM 56 3 0 20 Jan 2023
Unposed: Unsupervised Pose Estimation based Product Image Recommendations Saurabh Sharma Faizan Ahemad 44 1 0 19 Jan 2023
Learning Customized Visual Models with Retrieval-Augmented Knowledge Haotian Liu Kilho Son Jianwei Yang Ce Liu Jianfeng Gao Yong Jae Lee Chunyuan Li VLM 129 56 0 17 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 99 9 0 12 Jan 2023
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering Paul Lerner O. Ferret C. Guinaudeau 81 9 0 11 Jan 2023
Neighborhood-Regularized Self-Training for Learning with Few Labels Ran Xu Yue Yu Hejie Cui Xuan Kan Yanqiao Zhu Joyce C. Ho Chao Zhang Carl Yang SSL 105 25 0 10 Jan 2023
Finding Lookalike Customers for E-Commerce Marketing Yang Peng Changzheng Liu Wei Shen 82 4 0 09 Jan 2023
Analyzing the Representational Geometry of Acoustic Word Embeddings Badr M. Abdullah Dietrich Klakow 53 4 0 08 Jan 2023
Why do Nearest Neighbor Language Models Work? Frank F. Xu Uri Alon Graham Neubig RALM 56 23 0 07 Jan 2023
Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition David M. Chan Shalini Ghosh Ariya Rastrow Björn Hoffmeister OffRL 64 6 0 06 Jan 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks Manuel V. Loureiro Steven Derby Tri Kurniawan Wijaya 28 0 0 06 Jan 2023
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona J. Lim Myunghoon Kang Yuna Hur Seung-Ju Jung Jinsung Kim ... Dongyub Lee Hyesung Ji Donghoon Shin Seung Wook Kim Heu-Jeoung Lim HILM 74 8 0 06 Jan 2023
Automating Nearest Neighbor Search Configuration with Constrained Optimization Philip Sun Ruiqi Guo Surinder Kumar 55 7 0 04 Jan 2023
Towards the Identifiability in Noisy Label Learning: A Multinomial Mixture Approach Cuong C. Nguyen Thanh-Toan Do G. Carneiro NoLa 65 0 0 04 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 82 17 0 03 Jan 2023
HPointLoc: Point-based Indoor Place Recognition using Synthetic RGB-D Images Dmitry A. Yudin Yaroslav K. Solomentsev R. Musaev A. Staroverov Aleksandr I. Panov 3DPC 3DV 58 5 0 30 Dec 2022
Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning Christopher T. Lengerich Gabriel Synnaeve Amy Zhang Hugh Leather Kurt Shuster Franccois Charton Charysse Redwood SSL OffRL 59 1 0 21 Dec 2022
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions Hao Sun Zhexin Zhang Fei Mi Yasheng Wang Wen Liu Jianwei Cui Bin Wang Qun Liu Minlie Huang 88 20 0 21 Dec 2022
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 98 337 0 20 Dec 2022
Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification Jimin Hong Jungsoo Park Daeyoung Kim Seongjae Choi Bokyung Son Jaewoo Kang 73 3 0 20 Dec 2022
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 97 37 0 20 Dec 2022
Adam: Dense Retrieval Distillation with Adaptive Dark Examples Chongyang Tao Chang Liu Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang 75 5 0 20 Dec 2022
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 73 68 0 19 Dec 2022
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion Xingwei He Yeyun Gong Alex Jin Hang Zhang Anlei Dong Jian Jiao Siu-Ming Yiu Nan Duan RALM 73 3 0 18 Dec 2022