HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs

22 November 2019

Papers citing "HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs"

34 / 34 papers shown

Title
Adversarial Hubness in Multi-Modal Retrieval Tingwei Zhang Fnu Suya Rishi Jha Collin Zhang Vitaly Shmatikov AAML 136 1 0 18 Dec 2024
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents Avital Shafran R. Schuster Vitaly Shmatikov 111 35 0 09 Jun 2024
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval Yale Song M. Soleymani 57 244 0 11 Jun 2019
A Strong and Robust Baseline for Text-Image Matching Fangyu Liu Rongtian Ye VLM 56 17 0 04 Jun 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Xun Wang Xintong Han Weilin Huang Dengke Dong Matthew R. Scott 80 750 0 14 Apr 2019
Engaging Image Captioning Via Personality Kurt Shuster Samuel Humeau Hexiang Hu Antoine Bordes Jason Weston 79 152 0 25 Oct 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 58 146 0 14 Aug 2018
Hard-Aware Point-to-Set Deep Metric for Person Re-identification Rui Yu Zhiyong Dou S. Bai Zhaoxiang Zhang Yongchao Xu X. Bai 61 139 0 30 Jul 2018
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples Freda Shi Jiayuan Mao Tete Xiao Yuning Jiang Jian Sun ObjD 75 51 0 27 Jun 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomas Mikolov Hervé Jégou Edouard Grave 90 308 0 20 Apr 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 89 1,151 0 21 Mar 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 291 1,660 0 11 Oct 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 100 923 0 23 Jun 2017
FOIL it! Find One mismatch between Image and Language caption Ravi Shekhar Sandro Pezzelle Yauhen Klimovich Aurélie Herbelot Moin Nabi E. Sangineto Raffaella Bernardi 52 141 0 03 May 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 73 498 0 11 Apr 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 57 166 0 17 Mar 2017
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 66 536 0 13 Feb 2017
Instance-aware Image and Sentence Matching with Selective Multimodal LSTM Yan Huang Wei Wang Liang Wang 74 222 0 17 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 115 705 0 15 Nov 2016
A Comprehensive Survey on Cross-modal Retrieval Kun Wang Qiyue Yin Wei Wang Shu Wu Liang Wang 71 296 0 21 Jul 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 70 280 0 08 May 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 377 14,253 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 94 1,643 0 19 Nov 2015
Order-Embeddings of Images and Language Ivan Vendrov Ryan Kiros Sanja Fidler R. Urtasun 108 546 0 19 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 376 13,145 0 12 Mar 2015
Phrase-based Image Captioning R. Lebret Pedro H. O. Pinheiro R. Collobert VLM 92 120 0 12 Feb 2015
Improving zero-shot learning by mitigating the hubness problem Georgiana Dinu Angeliki Lazaridou Marco Baroni VLM 57 380 0 20 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 593 12,713 0 11 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 127 5,585 0 07 Dec 2014
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models Ryan Kiros Ruslan Salakhutdinov R. Zemel VLM 125 1,399 0 10 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014