Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,829 papers shown

Title
Joint Verification and Reranking for Open Fact Checking Over Tables M. Schlichtkrull Vladimir Karpukhin Barlas Oğuz M. Lewis Wen-tau Yih Sebastian Riedel 19 24 0 30 Dec 2020
Image-to-Image Retrieval by Learning Similarity between Scene Graphs Sangwoong Yoon Woo-Young Kang Sungwook Jeon SeongEun Lee C. Han Jonghun Park Eun-Sol Kim 3DH 29 39 0 29 Dec 2020
Red Dragon AI at TextGraphs 2020 Shared Task: LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking Yew Ken Chia Sam Witteveen Martin Andrews 25 4 0 28 Dec 2020
Spatial Contrastive Learning for Few-Shot Classification Yassine Ouali C´eline Hudelot Myriam Tami 19 49 0 26 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 27 117 0 23 Dec 2020
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems Yunmo Chen Sixing Lu Fan Yang Xiaojiang Huang Xing Fan Chenlei Guo 30 3 0 21 Dec 2020
Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Tian Lan Xian-Ling Mao Xiaoyan Gao Wei Wei Heyan Huang 28 2 0 17 Dec 2020
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain D. Pani Martin Danelljan Luc Van Gool VLM 26 12 0 14 Dec 2020
Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning Wei Xia Chunlei Zhang Chao Weng Meng Yu Dong Yu SSL 25 78 0 13 Dec 2020
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks P. Schwaller Daniel Probst Alain C. Vaucher Vishnu H. Nair D. Kreutter Teodoro Laino J. Reymond 149 227 0 09 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 253 0 08 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 14 0 0 05 Dec 2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 20 19 0 02 Dec 2020
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search Adam Hare Yu Chen Yinan Liu Zhenming Liu Christopher G. Brinton 48 2 0 02 Dec 2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 28 192 0 01 Dec 2020
An accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data B. Bahmani WaiChing Sun AI4CE 15 29 0 30 Nov 2020
Generative Pre-training for Paraphrase Generation by Representing and Predicting Spans in Exemplars Tien-Cuong Bui Van-Duc Le H. To S. Cha 33 9 0 29 Nov 2020
Efficient Initial Pose-graph Generation for Global SfM Dániel Baráth Dmytro Mishkin Ivan Eichhardt Ilia Shipachev Jirí Matas 30 23 0 24 Nov 2020
Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection Yadollah Yaghoobzadeh Alexandre Rochette Timothy J. Hazen OOD 14 1 0 22 Nov 2020
Adversarial Examples for $k$ -Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams Chawin Sitawarin Evgenios M. Kornaropoulos D. Song David Wagner AAML 12 7 0 19 Nov 2020
Adversarial collision attacks on image hashing functions Brian Dolhansky Cristian Canton Ferrer AAML 10 20 0 18 Nov 2020
Improving Calibration in Deep Metric Learning With Cross-Example Softmax Andreas Veit Kimberly Wilber 20 2 0 17 Nov 2020
Probing Predictions on OOD Images via Nearest Categories Yao-Yuan Yang Cyrus Rashtchian Ruslan Salakhutdinov Kamalika Chaudhuri AAML 33 0 0 17 Nov 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions Muhammad N. ElNokrashy Amr Hendy M. Abdelghaffar Mohamed Afify Ahmed Tawfik Hany Awadalla 21 3 0 16 Nov 2020
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases Tara Safavi Jing Zhu Danai Koutra 23 12 0 15 Nov 2020
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Shihao Xu Haocong Rao Xiping Hu Bin Hu SSL 22 51 0 14 Nov 2020
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 19 29 0 11 Nov 2020
Understanding Training Efficiency of Deep Learning Recommendation Models at Scale Bilge Acun Matthew Murphy Xiaodong Wang Jade Nie Carole-Jean Wu K. Hazelwood 36 110 0 11 Nov 2020
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks Alex Mathai Shreya Khare Srikanth G. Tamilselvam Senthil Mani AAML 36 6 0 08 Nov 2020
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and Interpolation Vishal Sunder Eric Fosler-Lussier 6 5 0 28 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus Mike Wu J. Nafziger A. Scodary Andrew L. Maas 31 17 0 26 Oct 2020
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 21 20 0 26 Oct 2020
On Embodied Visual Navigation in Real Environments Through Habitat Marco Rosano Antonino Furnari Luigi Gulino G. Farinella 22 18 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 14 92 0 25 Oct 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 13 41 0 24 Oct 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 34 25 0 23 Oct 2020
PRANK: motion Prediction based on RANKing Yuriy Biktairov Maxim Stebelev Irina Rudenko Oleh Shliazhko Boris Yangel 17 23 0 22 Oct 2020
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning Sungkyun Chang Donmoon Lee Jeongsoon Park Hyungui Lim Kyogu Lee Karam Ko Yoonchang Han 25 34 0 22 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 29 119 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 41 832 0 21 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 24 39 0 21 Oct 2020
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval Models Tony Zhao Jaeyoung Choi Gerald Friedland VLM 6 0 0 19 Oct 2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations Nazneen Rajani Ben Krause Wengpeng Yin Tong Niu R. Socher Caiming Xiong FAtt 19 32 0 18 Oct 2020
Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis Maksim Levental Ryan Chard J. Libera Kyle Chard Aarthi Koripelly ... Marcus Schwarting Ben Blaiszik M. Stan S. Chaudhuri Ian Foster 14 2 0 16 Oct 2020
Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise Cédric Renggli Luka Rimanic Luka Kolar Wentao Wu Ce Zhang 38 3 0 16 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 214 595 0 16 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 27 25 0 15 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 34 9 0 14 Oct 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision Hao Tan Joey Tianyi Zhou CLIP 22 120 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020