Billion-scale similarity search with GPUs

IEEE Transactions on Big Data (TBD), 2017

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 2,106 papers shown

Title
PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter Pujan Paudel Chen Ling Jeremy Blackburn Gianluca Stringhini 136 3 0 30 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local SimilaritiesEuropean Conference on Computer Vision (ECCV), 2024 Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 218 28 0 29 Jul 2024
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational SearchInternational Conference on Information and Knowledge Management (CIKM), 2024 Fengran Mo Chen Qu Kelong Mao Yihong Wu Zhan Su Kaiyu Huang Jian-Yun Nie 198 14 0 29 Jul 2024
FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis Mikel Williams-Lekuona Georgina Cosma 194 0 0 29 Jul 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense RetrievalIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 361 4 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 190 11 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 154 12 0 25 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 290 10 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 163 0 0 23 Jul 2024
Causal Understanding For Video Question Answering Bhanu Prakash Reddy Guda Tanmay Kulkarni Adithya Sampath Swarnashree Mysore Sathyendra CML 259 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 241 14 0 23 Jul 2024
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors Qizhi Pei Lijun Wu Zhenyu He Jinhua Zhu Ziheng Lu Shufang Xie Rui Yan 169 3 0 21 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 223 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 146 1 0 19 Jul 2024
Unipa-GPT: Large Language Models for university-oriented QA in Italian Irene Siragusa Roberto Pirrone 219 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 149 2 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 388 85 0 18 Jul 2024
Conversational Query Reformulation with the Guidance of Retrieved Documents Jeonghyun Park Hwanhee Lee 338 2 0 17 Jul 2024
An experimental evaluation of Siamese Neural Networks for robot localization using omnidirectional imaging in indoor environments J. Cabrera Vicente Román A. Gil Ó. Reinoso L. Payá 145 5 0 15 Jul 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems Satya Almasian Milena Bruseva Michael Gertz 184 2 0 14 Jul 2024
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification Sreeraj Ramachandran A. Rattani 191 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 188 11 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 Bo Han Shahid Mumtaz Laura E. Barnes LLMAG 477 12 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 149 9 0 11 Jul 2024
A Comprehensive Survey on Retrieval Methods in Recommender Systems Junjie Huang Jizheng Chen Jianghao Lin J. Qin Ziming Feng Weinan Zhang Yong Yu 167 20 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 228 51 0 09 Jul 2024
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification Jiaying Shi Xuetong Xue Shenghui Xu VLM 185 0 0 08 Jul 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 232 8 0 05 Jul 2024
Query-oriented Data Augmentation for Session Search Haonan Chen Zhicheng Dou Yutao Zhu Ji-Rong Wen 115 1 0 04 Jul 2024
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation Rui Yang RALM AILaw 69 7 0 04 Jul 2024
ALTER: Augmentation for Large-Table-Based Reasoning Han Zhang Hanfang Yang Yuheng Ma RALM LMTD 179 9 0 03 Jul 2024
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion Yu Zhao Ying Zhang Baohang Zhou Xinying Qian Kehui Song Xiangrui Cai 156 8 0 03 Jul 2024
Boosting Biomedical Concept Extraction by Rule-Based Data Augmentation Qiwei Shao Fengran Mo Jian-Yun Nie MedIm 206 0 0 03 Jul 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 585 42 0 03 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 422 9 0 02 Jul 2024
Brevity is the soul of wit: Pruning long files for code generation Aaditya K. Singh Yu Yang Kushal Tirumala Mostafa Elhoushi Ari S. Morcos SyDa 168 3 0 29 Jun 2024
ConvoCache: Smart Re-Use of Chatbot Responses Conor Atkins Ian D. Wood M. Kâafar Hassan Jameel Asghar Nardine Basta Michal Kepkowski 173 2 0 26 Jun 2024
Efficient Document Ranking with Learnable Late Interactions Ziwei Ji Himanshu Jain Andreas Veit Sashank J. Reddi Sadeep Jayasumana A. S. Rawat A. Menon Felix X. Yu Sanjiv Kumar 203 8 0 25 Jun 2024
News Deja Vu: Connecting Past and Present with Semantic Search Brevin Franklin Emily Silcock Abhishek Arora Tom Bryan Melissa Dell 109 2 0 21 Jun 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts Abhishek Arora Emily Silcock Leander Heldring Melissa Dell 221 3 0 21 Jun 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 328 90 0 21 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 176 4 0 21 Jun 2024
Autonomous Agents for Collaborative Task under Information Asymmetry Wei Liu Chenxi Wang Yifei Wang Zihao Xie Rennai Qiu Yufan Dang Zhuoyun Du Weize Chen Cheng Yang Chen Qian LLMAG 208 10 0 21 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 130 5 0 20 Jun 2024
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models Yuncong Li Tianhua Xu Sheng-hua Zhong Haiqin Yang 148 1 0 20 Jun 2024
Latent Functional Maps: a spectral framework for representation alignment Marco Fumero Marco Pegoraro Valentino Maiorca Francesco Locatello Emanuele Rodolà 419 1 0 20 Jun 2024
Multilingual De-Duplication Strategies: Applying scalable similarity search with monolingual & multilingual embedding models Stefan Pasch Dimitirios Petridis Jannic Cutura 167 0 0 19 Jun 2024
Towards a multimodal framework for remote sensing image change retrieval and captioningIFIP Working Conference on Database Semantics (IWDS), 2024 Roger Ferrod Luigi Di Caro Dino Ienco 166 4 0 19 Jun 2024
Audio Fingerprinting with Holographic Reduced RepresentationsInterspeech (Interspeech), 2024 Yusuke Fujita Tatsuya Komatsu 95 0 0 19 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei T. Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 266 1 0 18 Jun 2024