Billion-scale similarity search with GPUs

IEEE Transactions on Big Data (TBD), 2017

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 2,106 papers shown

Title
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge RetrieversNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 436 4 0 26 Oct 2024
FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task PlanningInternational Conference on AI in Finance (ICAF), 2024 Nicole Cho Nishan Srishankar Lucas Cecchi William Watson AIFin 178 5 0 25 Oct 2024
pEBR: A Probabilistic Approach to Embedding Based Retrieval Han Zhang Yunjing Jiang Mingming Li Haowei Yuan Yiming Qiu Wen-Yun Yang 194 1 0 25 Oct 2024
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchNeural Information Processing Systems (NeurIPS), 2024 Elias Jääsaari Ville Hyvönen Teemu Roos 188 4 0 24 Oct 2024
NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection Solmaz Seyed Monir Dongfang Zhao 132 1 0 23 Oct 2024
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Qingfei Zhao Ruobing Wang Yukuo Cen Daren Zha Shicheng Tan Yuxiao Dong Jie Tang RALM 230 30 0 23 Oct 2024
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination Salman Rakin Md. A. R. Shibly Zahin M. Hossain Zeeshan Khan Md. Mostofa Akbar 182 5 0 23 Oct 2024
CARLA2Real: a tool for reducing the sim2real appearance gap in CARLA simulator Stefanos Pasios Nikos Nikolaidis 283 1 0 23 Oct 2024
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Kaiyan Zhang Shi Yu Yukai Fu Yu Gu Ge Yu 3DV RALM 151 7 0 21 Oct 2024
Improve Dense Passage Retrieval with Entailment TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Lu Dai Hao Liu Hui Xiong RALM 309 7 0 21 Oct 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Aditya Sharma Aman Dalmia Mehran Kazemi Christopher J. Pal Amal Zouaq LRM 109 7 0 17 Oct 2024
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation Dongfang Zhao 118 6 0 17 Oct 2024
RAP: Retrieval-Augmented Personalization for Multimodal Large Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Haoran Hao Jiaming Han Changsheng Li Yu-Feng Li Xiangyu Yue RALM 198 6 0 17 Oct 2024
Preference Diffusion for RecommendationInternational Conference on Learning Representations (ICLR), 2024 Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 358 8 0 17 Oct 2024
Towards Zero-Shot Camera Trap Image Categorization Jiří Vyskočil Lukas Picek VLM 104 3 0 16 Oct 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jinyoung Kim Dayoon Ko Gunhee Kim 221 3 0 15 Oct 2024
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task Herbert Ullrich Tomás Mlynár Jan Drchal 187 6 0 15 Oct 2024
Titanic Calling: Low Bandwidth Video Conference from the Titanic Wreck Fevziye Irem Eyiokur Christian Huber Thai-Binh Nguyen T. Nguyen Fabian Retkowski Enes Yavuz Ugan Dogucan Yaman Alexander Waibel 200 0 0 15 Oct 2024
LargePiG: Your Large Language Model is Secretly a Pointer Generator Zhongxiang Sun Zihua Si Xiaoxue Zang Kai Zheng Yang Song Xiao Zhang Jun Xu HILM RALM 178 0 0 15 Oct 2024
TSDS: Data Selection for Task-Specific Model FinetuningNeural Information Processing Systems (NeurIPS), 2024 Zifan Liu Amin Karbasi Theodoros Rekatsinas 275 14 0 15 Oct 2024
GraFPrint: A GNN-Based Approach for Audio IdentificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Aditya Bhattacharjee Shubhr Singh Emmanouil Benetos 207 5 0 14 Oct 2024
Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion Wei Dai Peng Fu Chunjing Gan 62 1 0 14 Oct 2024
Generation with Dynamic VocabularyConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yanting Liu Changzhi Sun Changzhi Sun Yuanbin Wu Xiaoling Wang 142 2 0 11 Oct 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zhuohang Li Jiaxin Zhang Chao Yan Kamalika Das Sricharan Kumar Murat Kantarcioglu Sricharan Kumar RALM 184 2 0 10 Oct 2024
Rewriting Conversational Utterances with Instructed Large Language Models Elnara Galimzhanova Cristina Ioana Muntean F. M. Nardini R. Perego Guido Rocchietti LRM 231 6 0 10 Oct 2024
Automated Creation of Digital Cousins for Robust Policy LearningConference on Robot Learning (CoRL), 2024 Tianyuan Dai Josiah Wong Yunfan Jiang Chen Wang Cem Gokmen Ruohan Zhang Jiajun Wu Li Fei-Fei 259 74 0 09 Oct 2024
Retrieval-Augmented Decision Transformer: External Memory for In-context RL Thomas Schmied Fabian Paischer Vihang Patil M. Hofmarcher Razvan Pascanu Sepp Hochreiter OffRL 373 13 0 09 Oct 2024
Conformal Prediction: A Data PerspectiveACM Computing Surveys (ACM CSUR), 2024 Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.7K 22 0 09 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space TerrainEuropean Conference on Computer Vision (ECCV), 2024 Timothy Chase Jr Karthik Dantu 215 2 0 07 Oct 2024
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic PathologiesAAAI Conference on Artificial Intelligence (AAAI), 2024 Ameer Hamza Abdullah Abdullah Yong Hyun Ahn Sungyoung Lee Seong Tae Kim 149 9 0 07 Oct 2024
Driving with Regulation: Trustworthy and Interpretable Decision-Making for Autonomous Driving with Retrieval-Augmented Reasoning Tianhui Cai Yifan Liu Zewei Zhou Haoxuan Ma Seth Z. Zhao Zhiwen Wu Xu Han Zhiyu Huang Jiaqi Ma 353 20 0 07 Oct 2024
Improved Off-policy Reinforcement Learning in Biological Sequence Design Haksub Kim Minsu Kim Taeyoung Yun Sanghyeok Choi Emmanuel Bengio Alex Hernández-García Jinkyoo Park OffRL 196 1 0 06 Oct 2024
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? John Yang Carlos E. Jimenez Alex Zhang K. Lieret Joyce Yang ... Gabriel Synnaeve Karthik Narasimhan Diyi Yang Sida I. Wang Ofir Press 202 86 0 04 Oct 2024
Exploring the Benefit of Activation Sparsity in Pre-trainingInternational Conference on Machine Learning (ICML), 2024 Zhengyan Zhang Chaojun Xiao Qiujieli Qin Yankai Lin Zhiyuan Zeng Xu Han Zhiyuan Liu Ruobing Xie Maosong Sun Jie Zhou MoE 199 6 0 04 Oct 2024
Streamlining Conformal Information Retrieval via Score Refinement Yotam Intrator Ori Kelner Regev Cohen Roman Goldenberg Ehud Rivlin Daniel Freedman 231 0 0 03 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 270 6 0 03 Oct 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jiapeng Wang Chengyu Wang Kunzhe Huang Jun Huang Lianwen Jin CLIP VLM 238 21 0 01 Oct 2024
UniAdapt: A Universal Adapter for Knowledge Calibration Tai D. Nguyen Long H. Pham Jun Sun KELM 131 1 0 01 Oct 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Luohe Shi Yao Yao Zuchao Li Lefei Zhang Hai Zhao 192 0 0 30 Sep 2024
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants Zeyu Zhang Quanyu Dai Luyu Chen Zeren Jiang Rui Li Jieming Zhu Xu Chen Yi Xie Zhenhua Dong Ji-Rong Wen LLMAG 159 11 0 30 Sep 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights CasesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 T. Y. S. S. Santosh Mohamed Hesham Elganayni Stanisław Sójka Matthias Grabmair AILaw 155 8 0 27 Sep 2024
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis Humberto Giuri Renato A. Krohling 196 0 0 26 Sep 2024
Efficient In-Domain Question Answering for Resource-Constrained Environments Isaac Chung Phat Vo Arman Kizilkale Aaron Reite RALM 89 0 0 26 Sep 2024
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications Ethan Lin Zhiyuan Peng Yi Fang 610 12 0 25 Sep 2024
In-Situ Mode: Generative AI-Driven Characters Transforming Art Engagement Through Anthropomorphic Narratives Yongming Li Hao Zhang Andrea Yaoyun Cui Tianhao Shen Yunpeng Song Zhongmin Cai Yun Huang 140 1 0 24 Sep 2024
The Northeast Materials Database for Magnetic Materials Suman Itani Yibo Zhang Jiadong Zang 125 4 0 24 Sep 2024
Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems Matthew Kolodner Mingxuan Ju Zihao Fan Tong Zhao Elham Ghazizadeh Yan Wu Neil Shah Yozen Liu 129 6 0 23 Sep 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved InformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jiashuo Sun Jihai Zhang Yucheng Zhou Zhaochen Su Xiaoye Qu Yu Cheng 185 17 0 21 Sep 2024
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering Georgios Sidiropoulos Evangelos Kanoulas RALM 124 0 0 20 Sep 2024
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender SystemsACM Conference on Recommender Systems (RecSys), 2024 Shuo Su Xiaoshuang Chen Yao Wang Yulin Wu Ziqiang Zhang Kaiqiao Zhan Ben Wang Kun Gai AI4TS 168 3 0 20 Sep 2024