Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction Aishik Nagar Viktor Schlegel Thanh-Tung Nguyen Hao Li Yuping Wu Kuluhan Binici Stefan Winkler LRM 163 4 0 22 Aug 2024
FUSELOC: Fusing Global and Local Descriptors to Disambiguate 2D-3D Matching in Visual Localization Son Tung Nguyen Alejandro Fontan Michael Milford Tobias Fischer FedML 98 0 0 21 Aug 2024
Great Memory, Shallow Reasoning: Limits of $k$ NN-LMs Shangyi Geng Wenting Zhao Alexander M. Rush RALM ReLM LRM 93 2 0 21 Aug 2024
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering Alex Gichamba Tewodros Kederalah Idris Brian Ebiyau Eric Nyberg Teruko Mitamura 43 0 0 20 Aug 2024
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination Kaicheng Yang Tiancheng Gu Xiang An Haiqiang Jiang Xiangzi Dai Ziyong Feng Weidong Cai Jiankang Deng VLM 99 8 0 18 Aug 2024
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search Meng Chen Kai Zhang Zhenying He Yinan Jing X. Sean Wang 116 12 0 16 Aug 2024
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering Zhengyuan Zhu Daniel Lee Hong Zhang Sai Sree Harsha Loic Feujio Akash Maharaj Yunyao Li 66 3 0 16 Aug 2024
Fast Training Dataset Attribution via In-Context Learning Milad Fotouhi M. T. Bahadori Oluwaseyi Feyisetan P. Arabshahi David Heckerman 114 0 0 14 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection Yufei Huang Xu Han Maosong Sun 58 0 0 12 Aug 2024
A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning Chih-Wei Song Yu-Kai Lee Yin-Te Tsai SyDa ALM 70 4 0 12 Aug 2024
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation Yiran Li Gongyao Guo Jieming Shi Renchi Yang Shiqi Shen Qing Li Jun Luo 69 3 0 10 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning Ye Yuan Chengwu Liu Jingyang Yuan Gongbo Sun Siqi Li Ming Zhang LRM 130 5 0 09 Aug 2024
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs Ayush RoyChowdhury Mulong Luo Prateek Sahu Sarbartha Banerjee Mohit Tiwari SILM 87 5 0 09 Aug 2024
Your Classifier Can Be Secretly a Likelihood-Based OOD Detector Jirayu Burapacheep Yixuan Li OODD 62 4 0 09 Aug 2024
Retrieval-augmented code completion for local projects using large language models Marko Hostnik Marko Robnik-Sikonja RALM 73 1 0 09 Aug 2024
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction Benjamin Matthias Ruppik Michael Heck Carel van Niekerk Renato Vukovic Hsien-chin Lin Shutong Feng Marcus Zibrowius Milica Gašić 87 3 0 07 Aug 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection Jihun Yi Sungroh Yoon 58 1 0 06 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 180 32 0 06 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 61 3 0 05 Aug 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 82 3 1 05 Aug 2024
AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning Xin Wang Kai-xiang Chen Xingjun Ma Zhineng Chen Jingjing Chen Yu-Gang Jiang AAML 106 5 0 04 Aug 2024
An Encoding--Searching Separation Perspective on Bi-Encoder Neural Search Danbinaerin Han Akiko Aizawa Sihun Lee 59 0 0 02 Aug 2024
Learning Effective Representations for Retrieval Using Self-Distillation with Adaptive Relevance Margins Lukas Gienapp Niklas Deckers Martin Potthast Harrisen Scells 19 1 0 31 Jul 2024
PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter Pujan Paudel Chen Ling Jeremy Blackburn Gianluca Stringhini 70 1 0 30 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 90 10 0 29 Jul 2024
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search Fengran Mo Chen Qu Kelong Mao Yihong Wu Zhan Su Kaiyu Huang Jian-Yun Nie 87 8 0 29 Jul 2024
FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis Mikel Williams-Lekuona Georgina Cosma 80 0 0 29 Jul 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 112 2 0 29 Jul 2024
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation Shiyao Wang Shiwan Zhao Jiaming Zhou Aobo Kong Yong Qin 102 5 0 26 Jul 2024
Investigation to answer three key questions concerning plant pest identification and development of a practical identification framework Ryosuke Wayama Yuki Sasaki S. Kagiwada Nobusuke Iwasaki Hitoshi Iyatomi 57 7 0 25 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 98 7 0 24 Jul 2024
Knowledge Models for Cancer Clinical Practice Guidelines : Construction, Management and Usage in Question Answering Pralaypati Ta Bhumika Gupta Arihant Jain Sneha Sree Keerthi Ram M. Sivaprakasam 43 0 0 23 Jul 2024
Causal Understanding For Video Question Answering Bhanu Prakash Reddy Guda Tanmay Kulkarni Adithya Sampath Swarnashree Mysore Sathyendra CML 88 0 0 23 Jul 2024
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval Fengran Mo Longxiang Zhao Kaiyu Huang Yue Dong Degen Huang Jian-Yun Nie 96 8 0 23 Jul 2024
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors Qizhi Pei Lijun Wu Zhenyu He Jinhua Zhu Yingce Xia Shufang Xie Rui Yan 57 1 0 21 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 88 2 0 21 Jul 2024
Detecting and Characterising Mobile App Metamorphosis in Google Play Store Dishanika Denipitiyage B. Silva K. Gunathilaka Suranga Seneviratne A. Mahanti A. Seneviratne Sanjay Chawla 60 1 0 19 Jul 2024
Unipa-GPT: Large Language Models for university-oriented QA in Italian Irene Siragusa Roberto Pirrone 118 1 0 19 Jul 2024
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn Fedor Borisyuk Qingquan Song Mingzhou Zhou Ganesh Parameswaran Madhu Arun ... Lu Zheng Qizhan Shao Ali Naqvi Sen Zhou Aman Gupta 54 1 0 18 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan Chun Jason Xue 3DV RALM 143 39 0 18 Jul 2024
Conversational Query Reformulation with the Guidance of Retrieved Documents Jeonghyun Park Hwanhee Lee 113 0 0 17 Jul 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems Satya Almasian Milena Bruseva Michael Gertz 60 0 0 14 Jul 2024
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification Sreeraj Ramachandran A. Rattani 74 1 0 14 Jul 2024
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner Jinglong Gao Xiao Ding Yiming Cui Jianbai Zhao Hepeng Wang Ting Liu Bing Qin KELM CLL 119 8 0 12 Jul 2024
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents Haoyi Xiong Zhiyuan Wang Xuhong Li Jiang Bian Zeke Xie Shahid Mumtaz Laura E. Barnes LLMAG 126 8 0 11 Jul 2024
SGLC: Semantic Graph-Guided Coarse-Fine-Refine Full Loop Closing for LiDAR SLAM Neng Wang Xieyuanli Chen Chenghao Shi Zhiqiang Zheng Hongshan Yu Huimin Lu 75 5 0 11 Jul 2024
Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models Jupinder Parmar Sanjev Satheesh M. Patwary Mohammad Shoeybi Bryan Catanzaro 114 38 0 09 Jul 2024
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification Jiaying Shi Xuetong Xue Shenghui Xu VLM 146 0 0 08 Jul 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 81 4 0 05 Jul 2024
Query-oriented Data Augmentation for Session Search Haonan Chen Zhicheng Dou Yutao Zhu Ji-Rong Wen 54 1 0 04 Jul 2024