Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs Davide Caffagni Federico Cocchi Nicholas Moratelli Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara KELM 29 35 0 23 Apr 2024
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems Xiaoshuang Chen Gengrui Zhang Yao Wang Yulin Wu Shuo Su Kaiqiao Zhan Ben Wang OffRL 14 2 0 23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 38 12 0 22 Apr 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering Dongze Hao Qunbo Wang Longteng Guo Jie Jiang Jing Liu 36 0 0 22 Apr 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval Kelong Mao Chenlong Deng Haonan Chen Fengran Mo Zheng Liu Tetsuya Sakai Zhicheng Dou KELM 45 11 0 21 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 34 106 0 21 Apr 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations Sibei Chen Yeye He Weiwei Cui Ju Fan Song Ge Haidong Zhang Dongmei Zhang Surajit Chaudhuri LMTD 47 6 0 19 Apr 2024
Retrieval-Augmented Embodied Agents Yichen Zhu Zhicai Ou Xiaofeng Mou Jian Tang 41 17 0 17 Apr 2024
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues Jiao Ou Jiayu Wu Che Liu Fuzheng Zhang Di Zhang Kun Gai 24 2 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 58 44 0 17 Apr 2024
Vocabulary-free Image Classification and Semantic Segmentation Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 38 2 0 16 Apr 2024
VDTuner: Automated Performance Tuning for Vector Data Management Systems Tiannuo Yang Wen Hu Wangqi Peng Yusen Li Jianguo Li Gang Wang Xiaoguang Liu 27 1 0 16 Apr 2024
Human-in-the-Loop Segmentation of Multi-species Coral Imagery Scarlett Raine Ross Marchant Brano Kusy Frederic Maire Niko Suenderhauf Tobias Fischer 41 3 0 15 Apr 2024
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery Ye Wang Yaxiong Wang Yujiao Wu Bin Zhao Xueming Qian 34 2 0 13 Apr 2024
Enhancing Mobile "How-to" Queries with Automated Search Results Verification and Reranking Lei Ding Jeshwanth Bheemanpally Yi Zhang 32 1 0 13 Apr 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs Bowen Jin Chulin Xie Jiawei Zhang Kashob Kumar Roy Yu Zhang ... Ruirui Li Xianfeng Tang Suhang Wang Yu Meng Jiawei Han LRM RALM 53 37 0 10 Apr 2024
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study Alessandro Stolfo RALM HILM 26 6 0 10 Apr 2024
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation Luca Barsellotti Roberto Amoroso Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM DiffM 37 13 0 09 Apr 2024
On adversarial training and the 1 Nearest Neighbor classifier Amir Hagai Yair Weiss AAML 50 0 0 09 Apr 2024
Anchor-based Robust Finetuning of Vision-Language Models Jinwei Han Zhiwen Lin Zhongyi Sun Yingguo Gao Ke Yan Shouhong Ding Yuan Gao Gui-Song Xia VLM 57 6 0 09 Apr 2024
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction Sierra Bonilla Shuai Zhang Dimitrios Psychogyios Danail Stoyanov Francisco Vasconcelos Sophia Bano 3DGS 32 6 0 09 Apr 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 29 1 0 09 Apr 2024
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets Pietro Lesci Andreas Vlachos 31 2 0 08 Apr 2024
LOSS-SLAM: Lightweight Open-Set Semantic Simultaneous Localization and Mapping Kurran Singh Tim Magoun John J. Leonard 40 1 0 05 Apr 2024
Assisting humans in complex comparisons: automated information comparison at scale Truman Yuen Graham A. Watt Y. Lawryshyn 33 0 0 05 Apr 2024
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot LLMAG 29 3 0 04 Apr 2024
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference Mokanarangan Thayaparan Marco Valentino André Freitas 23 0 0 03 Apr 2024
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Ramraj Chandradevan Kaustubh D. Dhole Eugene Agichtein 31 3 0 03 Apr 2024
Entity Disambiguation via Fusion Entity Decoding Junxiong Wang Ali Mousavi Omar Attia Ronak Pradeep Saloni Potdar Alexander M. Rush U. F. Minhas Yunyao Li 25 1 0 02 Apr 2024
BERT-Enhanced Retrieval Tool for Homework Plagiarism Detection System Jiarong Xian Jibao Yuan Peiwei Zheng Dexian Chen 32 0 0 01 Apr 2024
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights Santosh T.Y.S.S R. Haddad Matthias Grabmair AILaw 31 1 0 31 Mar 2024
Memory-Scalable and Simplified Functional Map Learning Robin Magnet M. Ovsjanikov 27 2 0 30 Mar 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs Cheng Jiayang Lin Qiu Chunkit Chan Xin Liu Yangqiu Song Zheng-Wei Zhang 36 9 0 30 Mar 2024
Situation Awareness for Driver-Centric Driving Style Adaptation Johann Haselberger Bonifaz Stuhr Bernhard Schick Steffen Müller 29 1 0 28 Mar 2024
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation Zhongliang Zhou Jielu Zhang Zihan Guan Mengxuan Hu Ni Lao Lan Mu Sheng R. Li Gengchen Mai VLM 41 12 0 28 Mar 2024
ModaLink: Unifying Modalities for Efficient Image-to-PointCloud Place Recognition Weidong Xie Lun Luo Nanfei Ye Yi Ren Shaoyi Du Minhang Wang Jintao Xu Rui Ai Weihao Gu Xieyuanli Chen 3DPC 21 2 0 27 Mar 2024
Efficient Test-Time Adaptation of Vision-Language Models Adilbek Karmanov Dayan Guan Shijian Lu Abdulmotaleb El Saddik Eric P. Xing TTA VLM 14 37 0 27 Mar 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval Yuchen Suo Fan Ma Linchao Zhu Yi Yang 34 19 0 24 Mar 2024
Efficient Data Access Paths for Mixed Vector-Relational Search Viktor Sanca Anastasia Ailamaki 18 0 0 23 Mar 2024
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning Jonathan Lebensold Maziar Sanjabi Pietro Astolfi Adriana Romero Soriano Kamalika Chaudhuri Mike Rabbat Chuan Guo DiffM 21 4 0 21 Mar 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval Yang Bai Anthony Colas Christan Earl Grant Daisy Zhe Wang 17 1 0 21 Mar 2024
VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place Recognition Yun-Jin Li M. Gladkova Yan Xia Rui Wang Daniel Cremers 32 5 0 21 Mar 2024
Out-of-Distribution Detection Using Peer-Class Generated by Large Language Model K. Huang G. Song Hanwen Su Jiyan Wang OODD 27 1 0 20 Mar 2024
End-to-end multi-modal product matching in fashion e-commerce Sándor Tóth Stephen Wilson Alexia Tsoukara Enric Moreu Anton Masalovich Lars Roemheld 27 0 0 18 Mar 2024
ConvSDG: Session Data Generation for Conversational Search Fengran Mo Bole Yi Kelong Mao Chen Qu Kaiyu Huang Jian-Yun Nie 35 9 0 17 Mar 2024
Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches Igor Sterner Weizhe Lin Jinghong Chen Bill Byrne 25 2 0 17 Mar 2024
TAG: Guidance-free Open-Vocabulary Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki VLM 30 2 0 17 Mar 2024
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection Xiangrui Cai Yang Wang Sihan Xu Hao Li Ying Zhang Zheli Liu Xiaojie Yuan 36 2 0 14 Mar 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck R. Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 46 3 0 12 Mar 2024
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery Linan Yue Qi Liu Yichao Du Li Wang Weibo Gao Yanqing An 30 4 0 12 Mar 2024