The Faiss library

16 January 2024

Pierre-Emmanuel Mazaré

Papers citing "The Faiss library"

50 / 72 papers shown

Title
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Varatheepan Paramanayakam Andreas Karatzas Iraklis Anagnostopoulos Dimitrios Stamoulis 24 0 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 51 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 16 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 42 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 31 0 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 36 0 0 12 Apr 2025
DRAFT-ing Architectural Design Decisions using LLMs Rudra Dhar Adyansh Kakran Amey Karan Karthik Vaidhyanathan Vasudeva Varma 26 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 30 0 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 49 1 0 15 Mar 2025
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models Julian Spravil Sebastian Houben Sven Behnke VLM 63 0 0 12 Mar 2025
Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs Mayank Singh Abhijeet Kumar Sasidhar Donaparthi Gayatri Karambelkar 35 0 0 12 Mar 2025
Almost Linear Time Consistent Mode Estimation and Quick Shift Clustering Sajjad Hashemian 52 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 29 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 57 1 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 44 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 37 0 0 03 Mar 2025
Speculative Ad-hoc Querying Haoyu Li Srikanth Kandula Maria Angels de Luis Balaguer Aditya Akella Venkat Arun 34 0 0 02 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 50 0 0 28 Feb 2025
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition Chahine-Nicolas Zede Laurent Carrafa Valérie Gouet-Brunet 3DPC 31 0 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 52 0 0 27 Feb 2025
Generalist World Model Pre-Training for Efficient Reinforcement Learning Yi Zhao Aidan Scannell Yuxin Hou Tianyu Cui Le Chen Dieter Buchler Arno Solin Juho Kannala J. Pajarinen OffRL OnRL 60 1 0 26 Feb 2025
Machine learning and high dimensional vector search Matthijs Douze 53 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 58 0 0 23 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 66 0 0 17 Feb 2025
DR-MPC: Deep Residual Model Predictive Control for Real-world Social Navigation James R. Han Hugues Thomas Jian Zhang Nicholas Rhinehart T. Barfoot 39 1 0 17 Feb 2025
Generating Millions Of Lean Theorems With Proofs By Exploring State Transition Graphs David Yin Jing Gao 37 0 0 16 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang J. Sun J. Han RALM 73 0 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 68 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 46 1 0 17 Jan 2025
iTARGET: Interpretable Tailored Age Regression for Grouped Epigenetic Traits Zipeng Wu Daniel Herring Fabian Spill James Andrews 26 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 78 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 59 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 62 0 0 29 Nov 2024
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning Xinyi Gao Yayong Li Tong Chen Guanhua Ye W. Zhang Hongzhi Yin 69 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 20 0 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 Yuchen Li Qiuwu Chen ALM 41 5 0 28 Oct 2024
Towards Zero-Shot Camera Trap Image Categorization Jiří Vyskočil Lukas Picek VLM 13 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 9 0 0 16 Oct 2024
ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD Aviral Kaintura Palaniappan R Shui Song Luar Indira Iyer Almeida 13 0 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 19 5 0 25 Sep 2024
AsthmaBot: Multi-modal, Multi-Lingual Retrieval Augmented Generation For Asthma Patient Support Adil Bahaj Mounir Ghogho 25 1 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 32 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 22 4 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 14 2 0 12 Sep 2024
Measuring What Matters: Intrinsic Distance Preservation as a Robust Metric for Embedding Quality Steven N. Hart R. Maulik 16 0 0 31 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 21 3 0 29 Jul 2024
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval Mahesh Kandhare Thibault Gisselbrecht 22 3 0 22 Jul 2024
Retrieval & Fine-Tuning for In-Context Tabular Models Valentin Thomas Junwei Ma Rasa Hosseinzadeh Keyvan Golestan Guangwei Yu M. Volkovs Anthony L. Caterini 28 4 0 07 Jun 2024
Visual place recognition for aerial imagery: A survey Ivan Moskalenko A. Kornilova Gonzalo Ferrer 29 2 0 02 Jun 2024
Tuning-free Universally-Supervised Semantic Segmentation Xiaobo Yang Xiaojin Gong VLM 29 1 0 23 May 2024