Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Automated Creation of Digital Cousins for Robust Policy Learning Tianyuan Dai Josiah Wong Yunfan Jiang Chen Wang Cem Gokmen Ruohan Zhang Jiajun Wu Li Fei-Fei 119 28 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 101 7 0 09 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.0K 5 0 09 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain Timothy Chase Jr Karthik Dantu 64 0 0 07 Oct 2024
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies Ameer Hamza Abdullah Abdullah Yong Hyun Ahn Sungyoung Lee Seong Tae Kim 83 4 0 07 Oct 2024
Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM Tianhui Cai Yifan Liu Zewei Zhou Haoxuan Ma Seth Z. Zhao Zhiwen Wu Jiaqi Ma 123 11 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 72 5 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 89 38 0 04 Oct 2024
Exploring the Benefit of Activation Sparsity in Pre-training Zhengyan Zhang Chaojun Xiao Qiujieli Qin Yankai Lin Zhiyuan Zeng Xu Han Zhiyuan Liu Ruobing Xie Maosong Sun Jie Zhou MoE 124 4 0 04 Oct 2024
Streamlining Conformal Information Retrieval via Score Refinement Yotam Intrator Ori Kelner Regev Cohen Roman Goldenberg Ehud Rivlin Daniel Freedman 73 0 0 03 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 130 5 0 03 Oct 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models Jiapeng Wang Chengyu Wang Kunzhe Huang Jun Huang Lianwen Jin CLIP VLM 124 8 0 01 Oct 2024
UniAdapt: A Universal Adapter for Knowledge Calibration Tai D. Nguyen Long H. Pham Jun Sun KELM 74 1 0 01 Oct 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models Luohe Shi Yao Yao Zuchao Li Lefei Zhang Hai Zhao 69 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 64 6 0 30 Sep 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases T. Y. S. S. Santosh Mohamed Hesham Elganayni Stanisław Sójka Matthias Grabmair AILaw 54 2 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 47 0 0 26 Sep 2024
Efficient In-Domain Question Answering for Resource-Constrained Environments Isaac Chung Phat Vo Arman Kizilkale Aaron Reite RALM 35 0 0 26 Sep 2024
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications Ethan Lin Zhiyuan Peng Yi Fang 349 5 0 25 Sep 2024
In-Situ Mode: Generative AI-Driven Characters Transforming Art Engagement Through Anthropomorphic Narratives Yongming Li Hao Zhang Andrea Yaoyun Cui Zejun Ma Yunpeng Song Zhongmin Cai Yun Huang 59 0 0 24 Sep 2024
Northeast Materials Database (NEMAD): Enabling Discovery of High Transition Temperature Magnetic Compounds Suman Itani Yibo Zhang Jiadong Zang 49 2 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 83 4 0 23 Sep 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information Jiashuo Sun Jihai Zhang Yucheng Zhou Zhaochen Su Xiaoye Qu Yu Cheng 91 13 0 21 Sep 2024
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering Georgios Sidiropoulos Evangelos Kanoulas RALM 68 0 0 20 Sep 2024
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems Shuo Su Xiaoshuang Chen Yao Wang Yulin Wu Ziqiang Zhang Kaiqiao Zhan Ben Wang Kun Gai AI4TS 80 1 0 20 Sep 2024
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning Eric Li Yifan Zhang Yu Huang Kevin Leach 94 1 0 20 Sep 2024
Learning Multi-Manifold Embedding for Out-Of-Distribution Detection Jeng-Lin Li Ming-Ching Chang Wei-Chao Chen OODD 81 1 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 49 1 0 19 Sep 2024
SpMis: An Investigation of Synthetic Spoken Misinformation Detection Peizhuo Liu Li Wang Renqiang He Haorui He Lei Wang Huadi Zheng Jie Shi Tong Xiao Zhizheng Wu 101 1 0 17 Sep 2024
Improving the Efficiency of Visually Augmented Language Models Paula Ontalvilla Aitor Ormazabal Gorka Azkune VLM 33 0 0 17 Sep 2024
BEINGS: Bayesian Embodied Image-goal Navigation with Gaussian Splatting Wugang Meng Tianfu Wu Huan Yin Fumin Zhang 3DGS 95 1 0 16 Sep 2024
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach Siqi Li Danni Liu Jan Niehues 58 1 0 13 Sep 2024
Multi-intent Aware Contrastive Learning for Sequential Recommendation Junshu Huang Zi Long Xianghua Fu Yin Chen HAI 34 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 106 3 0 13 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization Gentiana Rashiti G. Karunaratne Mrinmaya Sachan Abu Sebastian Abbas Rahimi RALM 230 0 0 12 Sep 2024
Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers Shanu Vashishtha Abhay Kumar Lalitesh Morishetti Kaushiki Nag Kannan Achan 52 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 76 1 0 11 Sep 2024
Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation Yanni Xue Haojie Hao Jiakai Wang Qiang Sheng Renshuai Tao Yu Liang Pu Feng Xianglong Liu AAML 101 0 0 08 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 111 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 109 0 0 02 Sep 2024
MoManifold: Learning to Measure 3D Human Motion via Decoupled Joint Acceleration Manifolds Ziqiang Dang Tianxing Fan Boming Zhao Xujie Shen Lei Wang Guofeng Zhang Zhaopeng Cui 3DH 86 0 0 01 Sep 2024
MemLong: Memory-Augmented Retrieval for Long Text Modeling Weijie Liu Zecheng Tang Juntao Li Kehai Chen Min Zhang RALM 60 3 0 30 Aug 2024
SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section Leandro Carísio Fernandes Gustavo Bartz Guedes Thiago Laitz Thales Sales Almeida Rodrigo Nogueira Roberto Lotufo Jayr Pereira 48 2 0 29 Aug 2024
Probing Causality Manipulation of Large Language Models Chenyang Zhang Haibo Tong Bin Zhang Dongyu Zhang LRM 70 0 0 26 Aug 2024
An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo Sebastian Doerrich Ines Rieger Christian Ledig NoLa 153 0 0 26 Aug 2024
vitaLITy 2: Reviewing Academic Literature Using Large Language Models Hongye An Arpit Narechania Emily Wall Kai Xu 65 2 0 24 Aug 2024
Face Clustering via Early Stopping and Edge Recall Junjie Liu CVBM 63 0 0 24 Aug 2024
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning Zhongjian Qiao Jiafei Lyu Kechen Jiao Qi Liu Xiu Li OffRL 70 4 0 23 Aug 2024
Cross-Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data Analysis Zhixiang Guo Xinming Wu Luming Liang Hanlin Sheng Nuo Chen Zhengfa Bi AI4CE 102 4 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 61 1 0 22 Aug 2024