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
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised LearningEuropean Symposium on Security and Privacy (EuroS&P), 2024 Eric Li Yifan Zhang Yu Huang Kevin Leach 232 2 0 20 Sep 2024
Learning Multi-Manifold Embedding for Out-Of-Distribution Detection Jeng-Lin Li Ming-Ching Chang Wei-Chao Chen OODD 136 2 0 19 Sep 2024
Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities Qi Fan Hongyu Yuan Haolin Zuo Rui Liu Guanglai Gao 87 2 0 19 Sep 2024
SpMis: An Investigation of Synthetic Spoken Misinformation DetectionSpoken Language Technology Workshop (SLT), 2024 Peizhuo Liu Li Wang Renqiang He Haorui He Lei Wang Huadi Zheng Jie Shi Tong Xiao Zhizheng Wu 172 1 0 17 Sep 2024
Improving the Efficiency of Visually Augmented Language ModelsInternational Conference on Computational Linguistics (COLING), 2024 Paula Ontalvilla Aitor Ormazabal Gorka Azkune VLM 123 0 0 17 Sep 2024
BEINGS: Bayesian Embodied Image-goal Navigation with Gaussian SplattingIEEE International Conference on Robotics and Automation (ICRA), 2024 Wugang Meng Tianfu Wu Huan Yin Fumin Zhang 3DGS 284 4 0 16 Sep 2024
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Siqi Li Danni Liu Jan Niehues 242 2 0 13 Sep 2024
Multi-intent Aware Contrastive Learning for Sequential RecommendationInternational Conference on Artificial Neural Networks (ICANN), 2024 Junshu Huang Zi Long Xianghua Fu Yin Chen HAI 104 0 0 13 Sep 2024
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation Shaojun Li Hengchao Shang Daimeng Wei Jiaxin Guo Zongyao Li Xianghui He Min Zhang Hao Yang 225 5 0 13 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationEuropean Conference on Artificial Intelligence (ECAI), 2024 Gentiana Rashiti G. Karunaratne Mrinmaya Sachan Abu Sebastian Abbas Rahimi RALM 477 0 0 12 Sep 2024
Leveraging User-Generated Reviews for Recommender Systems with Dynamic HeadersEuropean Conference on Artificial Intelligence (ECAI), 2024 Shanu Vashishtha Abhay Kumar Lalitesh Morishetti Gabriele Tolomei Kannan Achan 103 0 0 11 Sep 2024
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations Keumgang Cha Donggeun Yu Junghoon Seo VLM 203 2 0 11 Sep 2024
Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine TranslationInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Yanni Xue Haojie Hao Jiakai Wang Qiang Sheng Renshuai Tao Yu Liang Pu Feng Xianglong Liu AAML 228 3 0 08 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and OpportunitiesIEEE Access (IEEE Access), 2024 Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 212 1 0 07 Sep 2024
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning Keer Lu Xiaonan Nie Zhuoran Zhang Zheng Liang Da Pan ... Weipeng Chen Guosheng Dong Bin Cui Bin Cui Wentao Zhang 169 2 0 02 Sep 2024
MoManifold: Learning to Measure 3D Human Motion via Decoupled Joint Acceleration ManifoldsBritish Machine Vision Conference (BMVC), 2024 Ziqiang Dang Tianxing Fan Boming Zhao Xujie Shen Lei Wang Guofeng Zhang Zhaopeng Cui 3DH 227 1 0 01 Sep 2024
MemLong: Memory-Augmented Retrieval for Long Text Modeling Weijie Liu Zecheng Tang Juntao Li Kehai Chen Min Zhang RALM 121 9 0 30 Aug 2024
SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey SectionBrazilian Conference on Intelligent Systems (BRACIS), 2024 Leandro Carísio Fernandes Gustavo Bartz Guedes Thiago Laitz Thales Sales Almeida Rodrigo Nogueira Roberto Lotufo Jayr Pereira 142 2 0 29 Aug 2024
Probing Causality Manipulation of Large Language Models Chenyang Zhang Haibo Tong Bin Zhang Dongyu Zhang LRM 170 1 0 26 Aug 2024
An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo Sebastian Doerrich Ines Rieger Christian Ledig NoLa 258 1 0 26 Aug 2024
vitaLITy 2: Reviewing Academic Literature Using Large Language Models Hongye An Arpit Narechania Emily Wall Kai Xu 163 3 0 24 Aug 2024
Face Clustering via Early Stopping and Edge Recall Junjie Liu CVBM 201 0 0 24 Aug 2024
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhongjian Qiao Jiafei Lyu Kechen Jiao Qi Liu Xiu Li OffRL 171 6 0 23 Aug 2024
Cross-Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data AnalysisJournal of Geophysical Research (JGR), 2024 Zhixiang Guo Xinming Wu Luming Liang Hanlin Sheng Nuo Chen Zhengfa Bi AI4CE 217 9 0 22 Aug 2024
High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering Hengjie Liu Ruibo Hou Yves Lepage 129 2 0 22 Aug 2024
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction Aishik Nagar Viktor Schlegel Thanh-Tung Nguyen Hao Li Yuping Wu Kuluhan Binici Stefan Winkler LRM 456 10 0 22 Aug 2024
Great Memory, Shallow Reasoning: Limits of $k$ NN-LMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Shangyi Geng Wenting Zhao Alexander M. Rush RALM ReLM LRM 207 6 0 21 Aug 2024
FUSELOC: Fusing Global and Local Descriptors to Disambiguate 2D-3D Matching in Visual Localization Son Tung Nguyen Alejandro Fontan Michael Milford Tobias Fischer FedML 338 0 0 21 Aug 2024
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering Alex Gichamba Tewodros Kederalah Idris Brian Ebiyau Eric Nyberg Teruko Mitamura 121 2 0 20 Aug 2024
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance DiscriminationAAAI Conference on Artificial Intelligence (AAAI), 2024 Kaicheng Yang Tiancheng Gu Xiang An Haiqiang Jiang Xiangzi Dai Ziyong Feng Weidong Cai Jiankang Deng VLM 232 20 0 18 Aug 2024
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor SearchProceedings of the VLDB Endowment (PVLDB), 2024 Meng Chen Kai Zhang Zhenying He Yinan Jing X. Sean Wang 220 20 0 16 Aug 2024
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question AnsweringInternational Conference on Computational Linguistics (COLING), 2024 Zhengyuan Zhu Daniel Lee Hong Zhang Sai Sree Harsha Loic Feujio Akash Maharaj Yunyao Li 138 6 0 16 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 369 2 0 15 Aug 2024
Fast Training Dataset Attribution via In-Context Learning Milad Fotouhi M. T. Bahadori Oluwaseyi Feyisetan P. Arabshahi David Heckerman 272 0 0 14 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yufei Huang Xu Han Maosong Sun 221 3 0 12 Aug 2024
A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-TuningAnnual International Computer Software and Applications Conference (COMPSAC), 2024 Chih-Wei Song Yu-Kai Lee Yin-Te Tsai SyDa ALM 115 7 0 12 Aug 2024
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor AugmentationThe VLDB journal (VLDB J.), 2024 Yiran Li Gongyao Guo Jieming Shi Renchi Yang Shiqi Shen Qing Li Jun Luo 155 5 0 10 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning Ye Yuan Chengwu Liu Jingyang Yuan Gongbo Sun Siqi Li Ming Zhang LRM 366 11 0 09 Aug 2024
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs Ayush RoyChowdhury Mulong Luo Prateek Sahu Sarbartha Banerjee Mohit Tiwari SILM 320 0 0 09 Aug 2024
Your Classifier Can Be Secretly a Likelihood-Based OOD Detector Jirayu Burapacheep Yixuan Li OODD 160 5 0 09 Aug 2024
Retrieval-augmented code completion for local projects using large language modelsExpert systems with applications (ESWA), 2024 Marko Hostnik Marko Robnik-Sikonja RALM 228 2 0 09 Aug 2024
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term ExtractionSIGDIAL Conferences (SIGDIAL), 2024 Benjamin Matthias Ruppik Michael Heck Carel van Niekerk Renato Vukovic Hsien-chin Lin Shutong Feng Marcus Zibrowius Milica Gašić 178 4 0 07 Aug 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly DetectionInternational Conference on Information and Knowledge Management (CIKM), 2024 Jihun Yi Sungroh Yoon 170 3 0 06 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for MedicineInternational Conference on Learning Representations (ICLR), 2024 Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou MedIm LM&MA 517 64 0 06 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 143 7 0 05 Aug 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative SemanticsEuropean Conference on Computer Vision (ECCV), 2024 Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 167 6 1 05 Aug 2024
AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt TuningACM Multimedia (MM), 2024 Xin Wang Kai-xiang Chen Jiabo He Zhineng Chen Yue Yu Yu-Gang Jiang AAML 261 9 0 04 Aug 2024
An Encoding--Searching Separation Perspective on Bi-Encoder Neural Search Danbinaerin Han Akiko Aizawa Sihun Lee 161 0 0 02 Aug 2024
Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network Bin Cheng Jiaxuan Lu 188 0 0 01 Aug 2024
Learning Effective Representations for Retrieval Using Self-Distillation with Adaptive Relevance Margins Lukas Gienapp Niklas Deckers Martin Potthast Harrisen Scells 185 1 0 31 Jul 2024