Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown

Title
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 90 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 209 3 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 231 4 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 Jinqiao Wang Xunliang Cai Shikun Zhang Wei Ye 113 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 74 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 130 0 0 01 Mar 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 69 1 0 28 Feb 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 430 1 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 166 2 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 Yang Liu AILaw RALM ELM 115 0 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 61 3 0 24 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng Julian Killingback Hamed Zamani RALM 124 3 0 24 Feb 2025
Code Summarization Beyond Function Level Vladimir Makharev Vladimir Ivanov 101 0 0 23 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 190 2 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 101 1 0 21 Feb 2025
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration Minjie Hong Yan Xia Ziyi Wang Jieming Zhu Ye Wang ... Xiaoda Yang Quanyu Dai Zhenhua Dong Zhimeng Zhang Zhou Zhao 83 4 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 138 2 0 21 Feb 2025
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization Shuo Xing Yuping Wang Peiran Li Ruizheng Bai Yansen Wang Chan-wei Hu Chengxuan Qian Huaxiu Yao Zhengzhong Tu 185 8 0 18 Feb 2025
Grounding LLM Reasoning with Knowledge Graphs Alfonso Amayuelas Joy Prakash Sain Simerjot Kaur Charese Smiley 169 0 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 123 1 0 18 Feb 2025
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability Ryuto Koike Masahiro Kaneko Ayana Niwa Preslav Nakov Naoaki Okazaki DeLMO 118 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 108 9 0 17 Feb 2025
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents Hao Kang Chenyan Xiong LLMAG 151 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 174 1 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 137 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 182 1 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 103 0 0 10 Feb 2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art Ilias Azizi Karima Echihabi Themis Palpanas 119 9 0 08 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Yue Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Jianfeng Gao RALM 156 7 0 08 Feb 2025
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation Sicheng Zhong Jiading Zhu Yifang Tian Xujie Si 115 0 0 07 Feb 2025
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers Nicole Cho William Watson AAML HILM 286 0 0 06 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding Di Zhang Chunhong Pan 262 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 172 1 0 03 Feb 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 107 0 0 30 Jan 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 145 8 0 28 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 134 11 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 108 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 136 0 0 28 Jan 2025
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases T. Y. S. S. Santosh Isaac Misael Olguín Nolasco Matthias Grabmair AILaw 59 1 0 23 Jan 2025
On Storage Neural Network Augmented Approximate Nearest Neighbor Search Taiga Ikeda Daisuke Miyashita J. Deguchi 92 0 0 23 Jan 2025
CGI: Identifying Conditional Generative Models with Example Images Zhi Zhou Hao-Zhe Tan Peng-Xiao Song Lan-Zhe Guo DiffM 103 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 55 0 0 23 Jan 2025
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores Jiaming Zhou Songtao Zhao Hui Wang Tian-Hao Zhang Haoqin Sun Xuechen Wang Yong Qin 234 3 0 20 Jan 2025
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search Daniel de Souza Severo Giuseppe Ottaviano Matthew Muckley Karen Ullrich Matthijs Douze MQ 107 1 0 16 Jan 2025
PoAct: Policy and Action Dual-Control Agent for Generalized Applications Guozhi Yuan Yang Liu Jingli Yang Wei Jia Kai Lin Yansong Gao Shan He Zilin Ding Haoyang Li LLMAG 53 0 0 13 Jan 2025
Hierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation Kaushik Rangadurai Siyang Yuan Minhui Huang Yiqun Liu Golnaz Ghasemiesfeh ... Vidhoon Viswanathan Yan Dong Liang Wang Lin Yang Chonglin Sun 64 0 0 10 Jan 2025
GeAR: Generation Augmented Retrieval Haoyu Liu Shaohan Huang Jianfeng Liu Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Furu Wei Qi Zhang 91 1 0 06 Jan 2025
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation Xinkai Du Quanjie Han Chao Lv Yi Liu Yalin Sun Hao Shu Hongbo Shan Maosong Sun RALM 146 0 0 25 Dec 2024
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation Arnav M. Das Gantavya Bhatt Lilly Kumari Sahil Verma J. Bilmes 94 0 0 23 Dec 2024
Stack Trace Deduplication: Faster, More Accurately, and in More Realistic Scenarios Egor Shibaev Denis Sushentsev Yaroslav Golubev Aleksandr Khvorov 103 1 0 19 Dec 2024