v1v2v3 (latest)

The Faiss library

16 January 2024

Pierre-Emmanuel Mazaré

Papers citing "The Faiss library"

50 / 114 papers shown

Title
Spoken Language Modeling with Duration-Penalized Self-Supervised Units Nicol Visser Herman Kamper 35 0 0 29 May 2025
Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking Robin D. Pesl Jerin G. Mathew Massimo Mecella Marco Aiello 38 1 0 25 May 2025
Large Language Models in the Task of Automatic Validation of Text Classifier Predictions Aleksandr Tsymbalov 42 0 0 24 May 2025
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval Siting Li Xiang Gao Simon Shaolei Du 100 0 0 21 May 2025
Ontology-Based Structuring and Analysis of North Macedonian Public Procurement Contracts Bojan Ristov Stefan Eftimov Milena Trajanoska D. Trajanov 29 0 0 14 May 2025
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency Adel Ammar Anis Koubaa Omer Nacar W. Boulila RALM 3DV 86 0 0 13 May 2025
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent Pascal Spiegler Arash Harirpoush Yiming Xiao 92 0 0 12 May 2025
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Varatheepan Paramanayakam Andreas Karatzas Iraklis Anagnostopoulos Dimitrios Stamoulis 69 1 0 29 Apr 2025
Do You Know the Way? Human-in-the-Loop Understanding for Fast Traversability Estimation in Mobile Robotics Andre Schreiber Katherine Rose Driggs-Campbell 462 0 0 28 Apr 2025
LRFusionPR: A Polar BEV-Based LiDAR-Radar Fusion Network for Place Recognition Zhangshuo Qi Luqi Cheng Zijie Zhou Guangming Xiong 90 0 0 27 Apr 2025
Random Long-Context Access for Mamba via Hardware-aligned Hierarchical Sparse Attention Xiang Hu Jiaqi Leng Jun Zhao Kewei Tu Wei Wu Mamba 103 0 0 23 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 76 1 0 21 Apr 2025
A Lightweight Moment Retrieval System with Global Re-Ranking and Robust Adaptive Bidirectional Temporal Search Tinh-Anh Nguyen-Nhu H. Tran Nguyen-Khang Le Minh-Nhat Nguyen T. Nguyen ... Huu-Phong Phan-Nguyen Huy-Thach Pham Quan Nguyen Hoang M. Le Quang-Vinh Dinh 91 0 0 12 Apr 2025
DRAFT-ing Architectural Design Decisions using LLMs Rudra Dhar Adyansh Kakran Amey Karan Karthik Vaidhyanathan Vasudeva Varma 67 0 0 11 Apr 2025
Driving-RAG: Driving Scenarios Embedding, Search, and RAG Applications Cheng Chang Jingwei Ge Jiazhe Guo Zelin Guo Binghong Jiang Li Li 66 1 0 06 Apr 2025
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes Da Wu Zhanliang Wang Quan Nguyen Kai Wang 438 1 0 15 Mar 2025
Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs Mayank Singh Abhijeet Kumar Sasidhar Donaparthi Gayatri Karambelkar 119 0 0 12 Mar 2025
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models Julian Spravil Sebastian Houben Sven Behnke VLM 174 0 0 12 Mar 2025
Almost Linear Time Consistent Mode Estimation and Quick Shift Clustering Sajjad Hashemian 75 0 0 11 Mar 2025
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation Shai Bergman Zhang Ji Anne-Marie Kermarrec Diana Petrescu Rafael Pires Mathis Randl M. Vos 74 0 0 07 Mar 2025
Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data Shiping Yang Jie Wu Wenbiao Ding Ning Wu Shining Liang Ming Gong Hengyuan Zhang Dongmei Zhang AAML 139 7 0 07 Mar 2025
In-Context Reverse Classification Accuracy: Efficient Estimation of Segmentation Quality without Ground-Truth Matias Cosarinsky Ramiro Billot Lucas Mansilla Gabriel Gimenez Nicolás Gaggion Guanghui Fu Enzo Ferrante 97 1 0 06 Mar 2025
OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD Yuxuan Chen Long Zhang Xu Zhu Hua Zhou Zhuyin Ren AI4CE 69 0 0 03 Mar 2025
Speculative Ad-hoc Querying Haoyu Li Srikanth Kandula Maria Angels de Luis Balaguer Aditya Akella Venkat Arun 41 0 0 02 Mar 2025
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition Chahine-Nicolas Zede Laurent Carrafa Valérie Gouet-Brunet 3DPC 129 0 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 401 1 0 28 Feb 2025
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications Pedro Sousa Cláudio Klautau Mello Frank B. Morte Luis F. Solis Navarro 90 0 0 27 Feb 2025
Machine learning and high dimensional vector search Matthijs Douze 121 0 0 24 Feb 2025
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India Dnyanesh Panchal Aaryan Gole Vaibhav Narute Raunak Joshi AILaw 128 0 0 23 Feb 2025
DR-MPC: Deep Residual Model Predictive Control for Real-world Social Navigation James R. Han Hugues Thomas Jian Zhang Nicholas Rhinehart Timothy D. Barfoot 125 2 0 17 Feb 2025
Range and Bird's Eye View Fused Cross-Modal Visual Place Recognition Jianyi Peng Fan Lu Bin Li Yuan Huang Sanqing Qu Guang-Sheng Chen 3DPC 109 0 0 17 Feb 2025
Generating Millions Of Lean Theorems With Proofs By Exploring State Transition Graphs David Yin Jing Gao 46 0 0 16 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jimeng Sun Jiawei Han RALM 195 4 0 16 Feb 2025
Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search Jack Spalding-Jamieson Eliot Wong Robson D. Zheng 96 0 0 10 Feb 2025
Knowledge Retrieval Based on Generative AI Te-Lun Yang Jyi-Shane Liu Yuen-Hsien Tseng Jyh-Shing Roger Jang 3DV RALM 192 1 0 17 Jan 2025
iTARGET: Interpretable Tailored Age Regression for Grouped Epigenetic Traits Zipeng Wu Daniel Herring Fabian Spill James Andrews 40 0 0 04 Jan 2025
Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models Jincheol Jung Hongju Jeong Eui-Nam Huh 181 0 0 18 Dec 2024
Optimizing Domain-Specific Image Retrieval: A Benchmark of FAISS and Annoy with Fine-Tuned Features MD Shaikh Rahman Syed Maudud E Rabbi Muhammad Mahbubur Rashid 85 0 0 02 Dec 2024
Advanced System Integration: Analyzing OpenAPI Chunking for Retrieval-Augmented Generation Robin D. Pesl Jerin G. Mathew Massimo Mecella Marco Aiello 97 2 0 29 Nov 2024
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning Xinyi Gao Yayong Li Tong Chen Guanhua Ye Wentao Zhang Hongzhi Yin 147 2 0 26 Nov 2024
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and Latency Mostafa Naseri Pooya Ashtari Mohamed Seif E. De Poorter H. Poor A. Shahid 61 1 0 16 Nov 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system Zeyuan Li Yangfan He Lewei He Jianhui Wang Tianyu Shi Bin Lei Tianyu Shi Qiuwu Chen ALM 128 6 0 28 Oct 2024
Towards Zero-Shot Camera Trap Image Categorization Jiří Vyskočil Lukas Picek VLM 48 0 0 16 Oct 2024
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models Ambuje Gupta Mrinal Rawat Andreas Stolcke Roberto Pieraccini RALM 45 1 0 16 Oct 2024
ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD Aviral Kaintura Palaniappan R Shui Song Luar Indira Iyer Almeida 31 2 0 04 Oct 2024
Results of the Big ANN: NeurIPS'23 competition H. Simhadri Martin Aumüller Amir Ingber Matthijs Douze G. Williams ... Yizhuo Chen W. J. Zheng Zihao Wan Jie Yin Ben Huang 54 10 0 25 Sep 2024
AsthmaBot: Multi-modal, Multi-Lingual Retrieval Augmented Generation For Asthma Patient Support Adil Bahaj Mounir Ghogho 120 2 0 24 Sep 2024
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels Zakaria Aldeneh Takuya Higuchi Jee-weon Jung Li-Wei Chen Stephen Shum Ahmed Hussen Abdelaziz Shinji Watanabe Tatiana Likhomanenko B. Theobald VLM SSL 97 0 0 16 Sep 2024
Electrocardiogram Report Generation and Question Answering via Retrieval-Augmented Self-Supervised Modeling Jialu Tang Tong Xia Yuan Lu Cecilia Mascolo Aaqib Saeed 57 5 0 13 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Charles Fleming Mingyi Hong Jie Ding SILM 54 2 0 12 Sep 2024