Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities David Stap Eva Hasler Bill Byrne Christof Monz Ke M. Tran 27 8 0 30 May 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning Yiping Wang Yifang Chen Wendan Yan Alex Fang Wenjing Zhou Kevin G. Jamieson S. Du 32 7 0 29 May 2024
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits Haya Diwan Jinrui Gou Cameron Musco Christopher Musco Torsten Suel 11 1 0 29 May 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator Junda Zhu Lingyong Yan Haibo Shi Dawei Yin Lei Sha RALM 31 5 0 28 May 2024
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 36 1 0 28 May 2024
UIT-DarkCow team at ImageCLEFmedical Caption 2024: Diagnostic Captioning for Radiology Images Efficiency with Transformer Models Quan Van Nguyen Huy Quang Pham Dan Quang Tran Thang Kien-Bao Nguyen Nhat-Hao Nguyen-Dang Bao-Thien Nguyen-Tat MedIm 32 1 0 27 May 2024
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 42 14 0 26 May 2024
Towards Unlocking Insights from Logbooks Using AI Antonin Sulc Alex Bien Annika Eichler Daniel Ratner Florian Rehm ... Raimund Kammering Thorsten Hellert T. Wilksen Verena Kain Wan-Lin Hu 37 2 0 25 May 2024
Amortized nonmyopic active search via deep imitation learning Quan Nguyen Anindya Sarkar Roman Garnett 27 0 0 23 May 2024
Retrieval-Augmented Mining of Temporal Logic Specifications from Data Gaia Saveri Luca Bortolussi 28 0 0 23 May 2024
Tuning-free Universally-Supervised Semantic Segmentation Xiaobo Yang Xiaojin Gong VLM 42 1 0 23 May 2024
Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Zhusi Zhong Zhicheng Jiao Grayson Baird Harrison X. Bai Qiguang Miao 36 4 0 23 May 2024
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 Simon Damm M. Laszkiewicz Johannes Lederer Asja Fischer 46 3 0 23 May 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles Jiawei Zhang Chejian Xu Bo-wen Li 39 30 0 22 May 2024
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions Sang Keun Choe Hwijeen Ahn Juhan Bae Kewen Zhao Minsoo Kang ... Teruko Mitamura Jeff Schneider Eduard Hovy Roger C. Grosse Eric P. Xing TDI 37 28 0 22 May 2024
HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model Mustafa Yildirim Barkin Dagda Saber Fallah 22 5 0 22 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 73 46 0 22 May 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data Biplob Biswas R. Ramnath 16 1 0 21 May 2024
Towards Retrieval-Augmented Architectures for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara VLM 19 9 0 21 May 2024
RecGPT: Generative Pre-training for Text-based Recommendation Hoang Ngo Dat Quoc Nguyen LRM 34 5 0 21 May 2024
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search Sebastian Bruch Aditya Krishnan F. M. Nardini 19 2 0 20 May 2024
Training Data Attribution via Approximate Unrolled Differentiation Juhan Bae Wu Lin Jonathan Lorraine Roger C. Grosse TDI MU 51 12 0 20 May 2024
DocReLM: Mastering Document Retrieval with Language Model Gengchen Wei Xinle Pang Tianning Zhang Yu Sun Xun Qian Chen Lin Han-Sen Zhong Wanli Ouyang RALM 36 0 0 19 May 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings Albert Sawczyn Jakub Binkowski Piotr Bielak Tomasz Kajdanowicz 38 0 0 17 May 2024
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study Farnaz Khun Jush Steffen Vogler Tuan Truong Matthias Lenga 29 2 0 15 May 2024
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues Diji Yang Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang Jie Yang Yi Zhang LRM RALM 45 12 0 15 May 2024
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Mengmeng Liu Zhicheng Jiao Xiaolu Kang Qiguang Miao Kun Xie MedIm 37 6 0 15 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 57 79 0 13 May 2024
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies Rock Yuren Pang Sebastin Santy René Just Katharina Reinecke 32 14 0 10 May 2024
LMD3: Language Model Data Density Dependence John Kirchenbauer Garrett Honke Gowthami Somepalli Jonas Geiping Daphne Ippolito Katherine Lee Tom Goldstein David Andre 35 6 0 10 May 2024
Automatic Generation of Model and Data Cards: A Step Towards Responsible AI Jiarui Liu Wenkai Li Zhijing Jin Mona T. Diab SyDa 55 3 0 10 May 2024
Self-Improving Customer Review Response Generation Based on LLMs Guy Azov Tatiana Pelc Adi Fledel Alon Gila Kamhi 32 0 0 06 May 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders Nishant Yadav Nicholas Monath Manzil Zaheer Rob Fergus Andrew McCallum CML RALM 32 1 0 06 May 2024
Characterizing the Dilemma of Performance and Index Size in Billion-Scale Vector Search and Breaking It with Second-Tier Memory Rong Chen Yifan Peng Xingda Wei Hongrui Xie Rong Chen Sijie Shen Haibo Chen 18 2 0 06 May 2024
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training Zexuan Zhong Mengzhou Xia Danqi Chen Mike Lewis MoE 49 15 0 06 May 2024
Blending Distributed NeRFs with Tri-stage Robust Pose Optimization Baijun Ye Caiyun Liu Xiaoyu Ye Yuantao Chen Yuhai Wang Zike Yan Yongliang Shi Hao Zhao Guyue Zhou 55 1 0 05 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness Xinran Zhao Tong Chen Sihao Chen Hongming Zhang Tongshuang Wu 26 7 0 04 May 2024
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation Ye Liu Yue Xue Daoyuan Wu Yuqiang Sun Yi Li Miaolei Shi Yang Liu 39 22 0 04 May 2024
Mapping the Unseen: Unified Promptable Panoptic Mapping with Dynamic Labeling using Foundation Models Mohamad Al Al Mdfaa Raghad Salameh Sergey Zagoruyko Gonzalo Ferrer 30 0 0 03 May 2024
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models Yifei Ming Yixuan Li VLM 30 7 0 02 May 2024
Distillation for Multilingual Information Retrieval Eugene Yang Dawn J Lawrie James Mayfield VLM 21 1 0 02 May 2024
Approximate Nearest Neighbour Search on Dynamic Datasets: An Investigation Ben Harwood Amir Dezfouli Iadine Chadès Conrad Sanderson 31 0 0 30 Apr 2024
OpenStreetView-5M: The Many Roads to Global Visual Geolocation Guillaume Astruc Nicolas Dufour Ioannis Siglidis Constantin Aronssohn Nacim Bouia ... Charles Raude Elliot Vincent Lintao Xu Hongyu Zhou Loic Landrieu 27 6 0 29 Apr 2024
Quality Estimation with $k$ -nearest Neighbors and Automatic Evaluation for Model-specific Quality Estimation Tu Anh Dinh Tobias Palzer Jan Niehues 38 0 0 27 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 27 8 0 26 Apr 2024
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting Xuri Ge Songpei Xu Fuhai Chen Jie Wang Guoxin Wang Shan An Joemon M. Jose 3DPC 27 10 0 26 Apr 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 31 3 0 26 Apr 2024
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search Prabhat Agarwal SK MinhazulIslam Nikil Pancha Kurchi Subhra Hazra Jiajing Xu Chuck Rosenberg 33 5 0 25 Apr 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication Eric Slyman Stefan Lee Scott D. Cohen Kushal Kafle VLM 36 5 0 24 Apr 2024
MoDE: CLIP Data Experts via Clustering Jiawei Ma Po-Yao Huang Saining Xie Shang-Wen Li Luke Zettlemoyer Shih-Fu Chang Wen-tau Yih Hu Xu MoE CLIP VLM 23 10 0 24 Apr 2024