Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,829 papers shown

Title
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR Shaojun Li Daimeng Wei Hengchao Shang Jiaxin Guo Zongyao Li Zhanglin Wu Zhiqiang Rao Yuanchang Luo Xianghui He Hao Yang 26 1 0 07 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 47 7 0 06 Jun 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval Yueze Wang Zheng Liu Shitao Xiao Bo Zhao Yongping Xiong 51 23 0 06 Jun 2024
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect Lokesh Nagalapatti Pranava Singhal Avishek Ghosh Sunita Sarawagi CML OOD 51 1 0 06 Jun 2024
Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing Shafiuddin Rehan Ahmed Zhiyong Eric Wang George Baker Kevin Stowe James H. Martin 45 2 0 05 Jun 2024
SlicerChat: Building a Local Chatbot for 3D Slicer Colton Barr 25 0 0 05 Jun 2024
Multi-word Term Embeddings Improve Lexical Product Retrieval Viktor Shcherbakov Fedor Krasnov 28 0 0 03 Jun 2024
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition Zhuojun Ding Wei Wei Xiaoye Qu Dangyang Chen 41 2 0 03 Jun 2024
Scaling Up Deep Clustering Methods Beyond ImageNet-1K Nikolas Adaloglou Félix D. P. Michels Kaspar Senft Diana Petrusheva M. Kollmann 57 1 0 03 Jun 2024
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs Fatemeh Shiri Van Nguyen Farhad Moghimifar John Yoo Gholamreza Haffari Yuan-Fang Li ReLM 93 4 0 03 Jun 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities David Stap Eva Hasler Bill Byrne Christof Monz Ke M. Tran 40 9 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 41 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 18 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 44 6 0 28 May 2024
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 47 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 34 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 44 16 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 45 2 0 25 May 2024
Amortized nonmyopic active search via deep imitation learning Quan Nguyen Anindya Sarkar Roman Garnett 44 0 0 23 May 2024
Retrieval-Augmented Mining of Temporal Logic Specifications from Data Gaia Saveri Luca Bortolussi 38 0 0 23 May 2024
Tuning-free Universally-Supervised Semantic Segmentation Xiaobo Yang Xiaojin Gong VLM 55 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 47 4 0 23 May 2024
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 Simon Damm M. Laszkiewicz Johannes Lederer Asja Fischer 59 4 0 23 May 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles Jiawei Zhang Chejian Xu Yue Liu 52 34 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 Xing TDI 47 28 0 22 May 2024
HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model Mustafa Yildirim Barkin Dagda Saber Fallah 30 7 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 85 54 0 22 May 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data Biplob Biswas R. Ramnath 23 1 0 21 May 2024
Towards Retrieval-Augmented Architectures for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara VLM 34 10 0 21 May 2024
RecGPT: Generative Pre-training for Text-based Recommendation Hoang Ngo Dat Quoc Nguyen LRM 47 5 0 21 May 2024
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search Sebastian Bruch Aditya Krishnan F. M. Nardini 34 2 0 20 May 2024
Training Data Attribution via Approximate Unrolled Differentiation Juhan Bae Wu Lin Jonathan Lorraine Roger C. Grosse TDI MU 61 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 43 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 46 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 47 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 57 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 47 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 67 83 0 13 May 2024
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies Rock Yuren Pang Sebastin Santy René Just Katharina Reinecke 42 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 37 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 63 3 0 10 May 2024
Self-Improving Customer Review Response Generation Based on LLMs Guy Azov Tatiana Pelc Adi Fledel Alon Gila Kamhi 40 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 40 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 Rong Chen Hongrui Xie Rong Chen Sijie Shen Haibo Chen 29 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 57 16 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 65 1 0 05 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness Xinran Zhao Tong Chen Sihao Chen Hongming Zhang Tongshuang Wu 36 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 49 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 37 0 0 03 May 2024
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models Yifei Ming Yixuan Li VLM 48 7 0 02 May 2024