Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Enhancing Instance-Level Image Classification with Set-Level Labels Renyu Zhang Aly A. Khan Yuxin Chen Robert L. Grossman 71 0 0 09 Nov 2023
Noisy Pair Corrector for Dense Retrieval Hang Zhang Yeyun Gong Xingwei He Dayiheng Liu Daya Guo Jiancheng Lv Jian Guo 87 7 0 07 Nov 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers Zilin Xiao Ming Gong Jie Wu Xingyao Zhang Linjun Shou Jian Pei Daxin Jiang LRM 73 12 0 06 Nov 2023
LCPR: A Multi-Scale Attention-Based LiDAR-Camera Fusion Network for Place Recognition Zijie Zhou Jingyi Xu Guangming Xiong Junyi Ma 3DPC 65 13 0 06 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 74 0 0 04 Nov 2023
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition Guangyue Xu Parisa Kordjamshidi Joyce Chai 60 2 0 02 Nov 2023
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism Lang Cao 45 21 0 02 Nov 2023
Learning Defect Prediction from Unrealistic Data Kamel Alrashedy Vincent J. Hellendoorn Alessandro Orso 53 5 0 02 Nov 2023
In-Context Prompt Editing For Conditional Audio Generation Ernie Chang Pin-Jie Lin Yang Li Sidd Srinivasan Gaël Le Lan David Kant Yangyang Shi Forrest N. Iandola Vikas Chandra DiffM 42 4 0 01 Nov 2023
ProcSim: Proxy-based Confidence for Robust Similarity Learning Oriol Barbany Xiaofan Lin Muhammet Bastan Arnab Dhua 65 2 0 01 Nov 2023
Addressing Limitations of State-Aware Imitation Learning for Autonomous Driving Luca Cultrera Federico Becattini Lorenzo Seidenari P. Pala A. Bimbo 82 4 0 31 Oct 2023
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models Preetam Prabhu Srikar Dammu Yunhe Feng Chirag Shah 102 1 0 30 Oct 2023
Implicit Manifold Gaussian Process Regression Bernardo Fichera Viacheslav Borovitskiy Andreas Krause A. Billard 41 4 0 30 Oct 2023
Translating away Translationese without Parallel Data Rricha Jalota Koel Dutta Chowdhury C. España-Bonet Josef van Genabith 76 7 0 28 Oct 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 66 4 0 28 Oct 2023
Embedding in Recommender Systems: A Survey Xiangyu Zhao Maolin Wang Xinjian Zhao Jiansheng Li Shucheng Zhou Dawei Yin Qing Li Jiliang Tang Ruocheng Guo AI4TS 73 12 0 28 Oct 2023
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems Lidiya Murakhovs'ka Philippe Laban Tian Xie Caiming Xiong Chien-Sheng Wu 110 6 0 26 Oct 2023
GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation Ramin Giahi Reza Yousefi Maragheh Nima Farrokhsiar Jianpeng Xu Jason H. D. Cho Evren Körpeoglu Sushant Kumar Kannan Achan 70 0 0 26 Oct 2023
torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP Yoshitomo Matsubara VLM 69 1 0 26 Oct 2023
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation Yongxin Zhu Zhujin Gao Xinyuan Zhou Zhongyi Ye Linli Xu 73 2 0 26 Oct 2023
Codebook Features: Sparse and Discrete Interpretability for Neural Networks Alex Tamkin Mohammad Taufeeque Noah D. Goodman 82 29 0 26 Oct 2023
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time Zichang Liu Jue Wang Tri Dao Dinesh Manocha Binhang Yuan ... Anshumali Shrivastava Ce Zhang Yuandong Tian Christopher Ré Beidi Chen BDL 113 218 0 26 Oct 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing Chau Pham Truong Vu Khoi Duc Minh Nguyen ObjD 82 17 0 26 Oct 2023
Unsupervised Learning of Molecular Embeddings for Enhanced Clustering and Emergent Properties for Chemical Compounds Jaiveer Gill Ratul Chakraborty Reetham Gubba Amy Liu Shrey Jain Chirag Iyer Obaid Khwaja Saurav Kumar 118 0 0 25 Oct 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction Junyi Liu Liangzhi Li Tong Xiang Bowen Wang Yiming Qian 68 35 0 24 Oct 2023
Linking Surface Facts to Large-Scale Knowledge Graphs Gorjan Radevski Kiril Gashteovski Chia-Chien Hung Carolin (Haas) Lawrence Goran Glavaš HILM 58 3 0 23 Oct 2023
Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing Sai Koneru M. Exel Matthias Huck Jan Niehues 86 18 0 23 Oct 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models Gangwoo Kim Sungdong Kim Byeongguk Jeon Joonsuk Park Jaewoo Kang UQLM 65 30 0 23 Oct 2023
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings Hans W. A. Hanley Zakir Durumeric 68 7 0 22 Oct 2023
MaRU: A Manga Retrieval and Understanding System Connecting Vision and Language Conghao Shen Violet Z. Yao Yixin Liu 72 1 0 22 Oct 2023
MeaeQ: Mount Model Extraction Attacks with Efficient Queries Chengwei Dai Minxuan Lv Kun Li Wei Zhou AAML 65 4 0 21 Oct 2023
Fast Approximation of Similarity Graphs with Kernel Density Estimation Peter Macgregor He Sun 76 4 0 21 Oct 2023
Representation Learning via Consistent Assignment of Views over Random Partitions T. Silva Adín Ramirez Rivera SSL 109 3 0 19 Oct 2023
Closed-Form Diffusion Models Christopher Scarvelis Haitz Sáez de Ocáriz Borde Justin Solomon DiffM 189 12 0 19 Oct 2023
knn-seq: Efficient, Extensible kNN-MT Framework Hiroyuki Deguchi Hayate Hirano T. Hoshino Yuto Nishida Justin Vasselli Taro Watanabe 21 1 0 18 Oct 2023
In-context Pretraining: Language Modeling Beyond Document Boundaries Weijia Shi Sewon Min Maria Lomeli Chunting Zhou Margaret Li ... Victoria Lin Noah A. Smith Luke Zettlemoyer Scott Yih Mike Lewis LRM RALM SyDa 131 56 0 16 Oct 2023
Dual-Encoders for Extreme Multi-Label Classification Nilesh Gupta Devvrit Khatri A. S. Rawat Srinadh Bhojanapalli Prateek Jain Inderjit Dhillon VLM 75 3 0 16 Oct 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 89 12 0 16 Oct 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails Traian Rebedea R. Dinu Makesh Narsimhan Sreedhar Christopher Parisien Jonathan Cohen KELM 94 152 0 16 Oct 2023
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms Seungju Han Junhyeok Kim Jack Hessel Liwei Jiang Jiwan Chung Yejin Son Yejin Choi Youngjae Yu 49 3 0 16 Oct 2023
On Generative Agents in Recommendation An Zhang Yuxin Chen Leheng Sheng Xiang Wang Tat-Seng Chua 111 59 0 16 Oct 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 118 51 0 15 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 124 19 0 15 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Zhonghong Ou Luu Anh Tuan RALM 103 46 0 13 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 93 0 0 13 Oct 2023
MemGPT: Towards LLMs as Operating Systems Charles Packer Sarah Wooders Kevin Lin Vivian Fang Shishir G. Patil Ion Stoica Joseph E. Gonzalez RALM 99 147 0 12 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng Xu Bo Li Mohammad Shoeybi Bryan Catanzaro RALM 90 52 0 11 Oct 2023
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting Emmy Liu Aditi Chaudhary Graham Neubig 64 9 0 10 Oct 2023
Abstractive Summarization of Large Document Collections Using GPT Sengjie Liu Christopher G. Healey 57 9 0 09 Oct 2023
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements V. Saxena Benjamin Bashpole Gijs Van Dijck Gerasimos Spanakis 97 2 0 09 Oct 2023