Learning Fine-Grained Image Similarity with Deep Ranking

Keywords

Artificial intelligence, Computer science, Similarity (geometry), Ranking (information retrieval), Deep learning

References

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• Learning mid-level features for recognitionY-Lan Boureau, Francis Bach, Yann LeCun — 2010
• Online multimodal deep similarity learning with application to image retrievalPengcheng Wu, Steven C. H. Hoi, Hao Xia — 2013
• Large scale image annotation: learning to rank with joint word-image embeddingsJason Weston, Samy Bengio, Nicolas Usunier — 2010
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• Improved Consistent Sampling, Weighted Minhash and L1 SketchingSergey Ioffe — 2010
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• ImageNet classification with deep convolutional neural networksAlex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton — 2012
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• Visual and semantic similarity in ImageNetThomas Deselaers, Vittorio Ferrari — 2011
• Relative attributesDevi Parikh, Kristen Grauman — 2011
• TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotationMatthieu Guillaumin, Thomas Mensink, Jakob Verbeek — 2009
• Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchinesGang Wang, Derek Hoiem, David Forsyth — 2009

Cited by

• Fine-Tuning CNN Image Retrieval with No Human AnnotationАтаманов Василий Викторович, Черных Валерий Вячеславович, Топорков Игорь Анатольевич — 2017
• Learning Two-Branch Neural Networks for Image-Text Matching Tasks賢治 木村, 亜紀子 山形, 喜子 木田 — 2017
• Towards Partial Supervision for Generic Object Counting in Natural Scenesまゆみ 佐藤, 律子 大室, 敬子 根本 — 2019
• Unsupervised Learning of Visual Representations Using VideosXiaolong Wang, Abhinav Gupta — 2015
• Pose Embeddings: A Deep Architecture for Learning to Match Human PosesGreg Mori, Caroline Pantofaru, Nisarg Kothari — 2015
• Learning to See by MovingPulkit Agrawal, João Carreira, Jitendra Malik — 2015
• Deep Metric Learning Using Triplet NetworkElad Hoffer, Nir Ailon — 2014
• Effective training of convolutional networks using noisy Web imagesPhong D. Vo, Alexandru Ginsca, Hervé Le Borgne — 2015
• Learning semantic relationships for better action retrieval in imagesVignesh Ramanathan, Congcong Li, Jia Deng — 2015
• Learning descriptors for object recognition and 3D pose estimationPaul Wohlhart, Vincent Lepetit — 2015
• Deep semantic ranking based hashing for multi-label image retrievalFang Zhao, Yongzhen Huang, Liang Wang — 2015
• MatchNet: Unifying feature and metric learning for patch-based matchingXufeng Han, Thomas Leung, Yangqing Jia — 2015
• Learning Cross Space Mapping via DNN Using Large Scale Click-Through LogsWei Yu, Kuiyuan Yang, Yalong Bai — 2015
• Learning deep representations for ground-to-aerial geolocalizationTsung-Yi Lin, Yin Cui, Serge Belongie — 2015
• Weakly Supervised Deep Metric Learning for Community-Contributed Image RetrievalZechao Li, Jinhui Tang — 2015
• Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-IdentificationRuimao Zhang, Liang Lin, Rui Zhang — 2015
• Deep feature learning with relative distance comparison for person re-identificationShengyong Ding, Liang Lin, Guangrun Wang — 2015
• PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual InterfaceLongqi Yang, Yin Cui, Fan Zhang — 2015
• Fine-Grained Image SearchLingxi Xie, Jingdong Wang, Bo Zhang — 2015
• Scalable Similarity Learning Using Large Margin Neighborhood EmbeddingZhaowen Wang, Jianchao Yang, Zhe Lin — 2014

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