Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo Sebastian Doerrich Ines Rieger Christian Ledig NoLa 71 0 0 26 Aug 2024
vitaLITy 2: Reviewing Academic Literature Using Large Language Models Hongye An Arpit Narechania Emily Wall Kai Xu 35 2 0 24 Aug 2024
Face Clustering via Early Stopping and Edge Recall Junjie Liu CVBM 36 0 0 24 Aug 2024
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning Zhongjian Qiao Jiafei Lyu Kechen Jiao Qi Liu Xiu Li OffRL 35 4 0 23 Aug 2024
Cross-Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data Analysis Zhixiang Guo Xinming Wu Luming Liang Hanlin Sheng Nuo Chen Zhengfa Bi AI4CE 43 1 0 22 Aug 2024
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 35 3 0 22 Aug 2024
High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering Hengjie Liu Ruibo Hou Yves Lepage 11 1 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 27 0 0 21 Aug 2024
Great Memory, Shallow Reasoning: Limits of $k$ NN-LMs Shangyi Geng Wenting Zhao Alexander M. Rush RALM ReLM LRM 29 1 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 23 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 46 7 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 27 8 0 16 Aug 2024
Fast Training Dataset Attribution via In-Context Learning Milad Fotouhi M. T. Bahadori Oluwaseyi Feyisetan P. Arabshahi David Heckerman 31 0 0 14 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection Yufei Huang Xu Han Maosong Sun 26 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 32 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 30 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 34 5 0 09 Aug 2024
Retrieval-augmented code completion for local projects using large language models Marko Hostnik Marko Robnik-Sikonja RALM 27 0 0 09 Aug 2024
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs Ayush RoyChowdhury Mulong Luo Prateek Sahu Sarbartha Banerjee Mohit Tiwari SILM 43 4 0 09 Aug 2024
Your Classifier Can Be Secretly a Likelihood-Based OOD Detector Jirayu Burapacheep Yixuan Li OODD 32 3 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 37 2 0 07 Aug 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection Jihun Yi Sungroh Yoon 19 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 74 23 0 06 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 26 2 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 35 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 34 3 0 04 Aug 2024
An Encoding--Searching Separation Perspective on Bi-Encoder Neural Search Danbinaerin Han Akiko Aizawa Sihun Lee 19 0 0 02 Aug 2024
PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter Pujan Paudel Chen Ling Jeremy Blackburn Gianluca Stringhini 28 0 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 28 8 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 35 5 0 29 Jul 2024
FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis Mikel Williams-Lekuona Georgina Cosma 46 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 48 1 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 26 3 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 23 6 0 25 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 43 6 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 16 0 0 23 Jul 2024
Causal Understanding For Video Question Answering Bhanu Prakash Reddy Guda Tanmay Kulkarni Adithya Sampath Swarnashree Mysore Sathyendra CML 41 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 35 6 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 29 0 0 21 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 35 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 24 1 0 19 Jul 2024
Unipa-GPT: Large Language Models for university-oriented QA in Italian Irene Siragusa Roberto Pirrone 28 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 16 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 C. Xue 3DV RALM 34 26 0 18 Jul 2024
Conversational Query Reformulation with the Guidance of Retrieved Documents Jeonghyun Park Hwanhee Lee 20 0 0 17 Jul 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems Satya Almasian Milena Bruseva Michael Gertz 25 0 0 14 Jul 2024
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification Sreeraj Ramachandran A. Rattani 35 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 34 3 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 34 7 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 23 4 0 11 Jul 2024