Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,823 papers shown

Title
Training-Free Personalization via Retrieval and Reasoning on Fingerprints Deepayan Das Davide Talon Yiming Wang Massimiliano Mancini Elisa Ricci VLM LRM 50 0 0 24 Mar 2025
What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images Dongheng Lin Han Hu Jianbo Jiao 46 0 0 23 Mar 2025
RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation Linxi Liang Jing Gong Mingwei Liu Chong Wang Guangsheng Ou Yanlin Wang Xin Peng Zibin Zheng ALM 69 0 0 21 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 51 4 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 44 0 0 15 Mar 2025
Speedy MASt3R Jingxing Li Yongjae Lee Abhay Kumar Yadav Cheng-Fang Peng Rama Chellappa Deliang Fan 3DGS 66 0 0 13 Mar 2025
M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper Jiaming Zhou Songtao Zhao Jiabei He Hui Wang Wenjia Zeng Yong Chen Haoqin Sun Aobo Kong Yong Qin 59 1 0 13 Mar 2025
Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping Phoebe Koundouri Conrad Landis Georgios Feretzakis 64 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
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 76 3 0 11 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 44 0 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 86 0 0 09 Mar 2025
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 54 0 0 07 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 86 2 0 03 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 74 3 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 Zheyu Chen Wei Wang Jize Wang Xunliang Cai Shikun Zhang Wei Ye 68 0 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 47 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 73 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 212 1 0 28 Feb 2025
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation Haitao Li Yexin Chen Yiran Hu Qingyao Ai Junjie Chen Xiaoyu Yang J. Yang Yueyue Wu Zeyang Liu Yu Liu AILaw RALM ELM 64 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 35 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 60 1 0 28 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 43 1 0 24 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng Julian Killingback Hamed Zamani RALM 78 2 0 24 Feb 2025
Code Summarization Beyond Function Level Vladimir Makharev Vladimir Ivanov 45 0 0 23 Feb 2025
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization Zheyuan Zhang Runze Li Tasnim Kabir Jordan Boyd-Graber 55 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 75 2 0 21 Feb 2025
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration Minjie Hong Yan Xia Zhendong 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 Rong Jin Yihan Hu Ke Wang 3DV 65 1 0 21 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 52 0 0 18 Feb 2025
Grounding LLM Reasoning with Knowledge Graphs Alfonso Amayuelas Joy Prakash Sain Simerjot Kaur Charese Smiley 91 0 0 18 Feb 2025
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection Jingbiao Mei Jinghong Chen Guangyu Yang Weizhe Lin Bill Byrne VLM 108 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 Yixuan Wang Chan-wei Hu Chengxuan Qian Huaxiu Yao Zhengzhong Tu 97 6 0 18 Feb 2025
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents Hao Kang Chenyan Xiong LLMAG 110 0 0 17 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 58 4 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 89 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 70 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 94 0 0 13 Feb 2025
Progressive Collaborative and Semantic Knowledge Fusion for Generative Recommendation Longtao Xiao Yining Qi Cheng Wang Linfei Ji Yuanbo Wang Jieming Zhu Zhenhua Dong Rui-Xun Zhang Ruixuan Li 96 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 ... Yuqing Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Jianfeng Gao RALM 64 3 0 08 Feb 2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art Ilias Azizi Karima Echihabi Themis Palpanas 57 5 0 08 Feb 2025
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation Sicheng Zhong Jiading Zhu Yifang Tian Xujie Si 57 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 74 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 87 0 0 03 Feb 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 73 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 58 8 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 52 0 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 92 7 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 54 0 0 28 Jan 2025