Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 47 6 0 18 Mar 2025
Genicious: Contextual Few-shot Prompting for Insights Discovery Vineet Kumar Ronald Tony Darshita Rathore Vipasha Rana Bhuvanesh Mandora Kanishka Chetna Bansal Anindya Moitra 39 0 0 15 Mar 2025
Speedy MASt3R Jingxing Li Yongjae Lee Abhay Kumar Yadav Cheng-Fang Peng Rama Chellappa Deliang Fan 3DGS 61 0 0 13 Mar 2025
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing Zecheng Zhao Zhi Chen Zi-Rui Huang S. Sadiq Tong Chen 36 0 0 13 Mar 2025
M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper Jiaming Zhou S. Zhao Jiabei He Hui Wang Wenjia Zeng Yong Chen Haoqin Sun Aobo Kong Yong Qin 55 1 0 13 Mar 2025
Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping Phoebe Koundouri Conrad Landis Georgios Feretzakis 59 0 0 13 Mar 2025
Towards Scalable and Cross-Lingual Specialist Language Models for Oncology Morteza Rohanian Tarun Mehra Nicola Miglino Farhad Nooralahzadeh Michael Krauthammer Andreas Wicki LM&MA 34 0 0 11 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 68 3 0 11 Mar 2025
RoboDesign1M: A Large-scale Dataset for Robot Design Understanding T. H. Le T. H. Nguyen Quang-Dieu Tran Quang Minh Nguyen Baoru Huang Hoan Nguyen M. Vu Tung D. Ta A. Nguyen 3DV 81 0 0 09 Mar 2025
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 49 0 0 07 Mar 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 66 2 0 03 Mar 2025
SampleMix: A Sample-wise Pre-training Data Mixing Strategey by Coordinating Data Quality and Diversity Xiangyu Xi Deyang Kong Jian Yang Jiawei Yang Z. Chen Wei Wang J. T. Wang Xunliang Cai Shikun Zhang Wei Ye 60 0 0 03 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 78 2 0 03 Mar 2025
Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models Dinesh Srivasthav P Bala Mallikarjunarao Garlapati MU 42 0 0 02 Mar 2025
A Guide to Failure in Machine Learning: Reliability and Robustness from Foundations to Practice Eric Heim Oren Wright David Shriver OOD FaML 63 0 0 01 Mar 2025
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval Chien-Yu Lin Keisuke Kamahori Yiyu Liu Xiaoxiang Shi Madhav Kashyap ... Stephanie Wang Arvind Krishnamurthy Rohan Kadekodi Luis Ceze Baris Kasikci 3DV VLM 124 1 0 28 Feb 2025
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation Haitao Li Y. Chen Yiran Hu Qingyao Ai Junjie Chen Xiaoyu Yang J. Yang Yueyue Wu Zeyang Liu Y. Liu AILaw RALM ELM 59 0 0 28 Feb 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 31 0 0 28 Feb 2025
LADs: Leveraging LLMs for AI-Driven DevOps Ahmad Faraz Khan A. Khan Anas Mohamed Haider Ali Suchithra Moolinti Sabaat Haroon Usman Tahir Mattia Fazzini A. R. Butt A. Anwar 51 0 0 28 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng Julian Killingback Hamed Zamani RALM 67 1 0 24 Feb 2025
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts Zhenghao Liu Xingsheng Zhu Tianshuo Zhou Xinyi Zhang Xiaoyuan Yi Yukun Yan Yu Gu Ge Yu Maosong Sun RALM VLM 38 0 0 24 Feb 2025
Code Summarization Beyond Function Level Vladimir Makharev Vladimir Ivanov 38 0 0 23 Feb 2025
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration Minjie Hong Yan Xia Z. Wang Jieming Zhu Ye Wang ... Xiaoda Yang Quanyu Dai Zhenhua Dong Zhimeng Zhang Zhou Zhao 60 1 0 21 Feb 2025
RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization Jinhu Qi Shuai Yan Yibo Zhang Wentao Zhang R. L. Jin Y. Hu Ke Wang 3DV 52 1 0 21 Feb 2025
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization Zheyuan Zhang Runze Li Tasnim Kabir Jordan Boyd-Graber 48 0 0 21 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 48 2 0 21 Feb 2025
Grounding LLM Reasoning with Knowledge Graphs Alfonso Amayuelas Joy Prakash Sain Simerjot Kaur Charese Smiley 77 0 0 18 Feb 2025
Improved Fine-Tuning of Large Multimodal Models for Hateful Meme Detection Jingbiao Mei Jinghong Chen Guangyu Yang Weizhe Lin Bill Byrne VLM 99 0 0 18 Feb 2025
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization Shuo Xing Yuping Wang Peiran Li Ruizheng Bai Y. Wang Chengxuan Qian Huaxiu Yao Zhengzhong Tu 87 6 0 18 Feb 2025
Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success Jan Luxemburk Karel Hynek Richard Plný T. Čejka 45 0 0 18 Feb 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 46 2 0 17 Feb 2025
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents Hao Kang Chenyan Xiong LLMAG 100 0 0 17 Feb 2025
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability Ryuto Koike Masahiro Kaneko Ayana Niwa Preslav Nakov Naoaki Okazaki DeLMO 67 0 0 17 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 80 0 0 17 Feb 2025
Semantic Ads Retrieval at Walmart eCommerce with Language Models Progressively Trained on Multiple Knowledge Domains Zhaodong Wang Weizhi Du Md Omar Faruk Rokon Pooshpendu Adhikary Yanbing Xue Jiaxuan Xu Jianghong Zhou Kuang-chih Lee Musen Wen RALM 82 0 0 13 Feb 2025
Progressive Collaborative and Semantic Knowledge Fusion for Generative Recommendation Longtao Xiao Haozhao Wang Cheng Wang Linfei Ji Y. Wang Jieming Zhu Zhenhua Dong Rui-Xun Zhang Ruixuan Li 94 0 0 10 Feb 2025
Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search Jack Spalding-Jamieson Eliot Wong Robson D. Zheng 76 0 0 10 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Y. Yang Chin-Yew Lin H. V. Zhao Lili Qiu Jianfeng Gao RALM 56 3 0 08 Feb 2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art Ilias Azizi Karima Echihabi Themis Palpanas 41 4 0 08 Feb 2025
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation Sicheng Zhong Jiading Zhu Yifang Tian Xujie Si 52 0 0 07 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding S. Xiang Chunhong Pan 72 1 0 04 Feb 2025
Scaling Embedding Layers in Language Models Da Yu Edith Cohen Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Chiyuan Zhang 77 0 0 03 Feb 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 64 0 0 30 Jan 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee Scott C. Lowe ZeMing Gong Pablo Millán Arias Nicholas Pellegrino ... Lila Kari Dirk Steinke Graham W. Taylor Paul Fieguth Angel X. Chang 44 7 0 28 Jan 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 82 6 0 28 Jan 2025
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap Srivatsa Mallapragada Ying Xie Varsha Rani Chawan Zeyad Hailat Yuanbo Wang 36 0 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
CGI: Identifying Conditional Generative Models with Example Images Zhi-Hua Zhou Hao-Zhe Tan Peng-Xiao Song Lan-Zhe Guo DiffM 37 0 0 23 Jan 2025
On Storage Neural Network Augmented Approximate Nearest Neighbor Search Taiga Ikeda Daisuke Miyashita J. Deguchi 29 0 0 23 Jan 2025
Dual-Branch HNSW Approach with Skip Bridges and LID-Driven Optimization Hy Nguyen Nguyen Hung Nguyen Nguyen Linh Bao Nguyen Srikanth Thudumu Hung Du Rajesh Vasa K. Mouzakis 29 0 0 23 Jan 2025