Learning Deep Representations of Fine-grained Visual Descriptions

17 May 2016

Bernt Schiele

Papers citing "Learning Deep Representations of Fine-grained Visual Descriptions"

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Title
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 122 338 0 10 Nov 2019
Interactive Classification by Asking Informative Questions L. Yu Howard Chen Sida Wang Tao Lei Yoav Artzi 88 24 0 09 Nov 2019
Shaping Visual Representations with Language for Few-shot Classification Jesse Mu Percy Liang Noah D. Goodman VLM 100 49 0 06 Nov 2019
Zero-shot Learning via Simultaneous Generating and Learning Hyeonwoo Yu Beomhee Lee VLM GAN 55 54 0 21 Oct 2019
Modeling Conceptual Understanding in Image Reference Games Rodolfo Corona Stephan Alaniz Zeynep Akata 100 27 0 10 Oct 2019
Text-to-Image Synthesis Based on Machine Generated Captions Marco Menardi Alex Falcon Saida S. Mohamed Lorenzo Seidenari G. Serra A. Bimbo C. Tasso 48 0 0 09 Oct 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation Mingqi Hu Deyu Zhou Yulan He DRL 38 6 0 22 Sep 2019
Multi-mapping Image-to-Image Translation via Learning Disentanglement Xiaoming Yu Yuanqi Chen Thomas H. Li Shan Liu Ge Li DRL 115 106 0 17 Sep 2019
Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang GAN 74 62 0 17 Sep 2019
A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay Kumar Verma Dhanajit Brahma Piyush Rai BDL DiffM VLM 75 19 0 10 Sep 2019
Neural Naturalist: Generating Fine-Grained Image Comparisons Maxwell Forbes Christine Kaeser-Chen Piyush Sharma Serge J. Belongie VLM 141 58 0 09 Sep 2019
Episode-based Prototype Generating Network for Zero-Shot Learning YunLong Yu Zhong Ji Zhongfei Zhang Jungong Han VLM 82 145 0 08 Sep 2019
Large-scale Tag-based Font Retrieval with Generative Feature Learning Tianlang Chen Zhaowen Wang N. Xu Hailin Jin Jiebo Luo 3DV VLM 52 28 0 04 Sep 2019
Adversarial Representation Learning for Text-to-Image Matching N. Sarafianos Xiang Xu I. Kakadiaris GAN 122 188 0 28 Aug 2019
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises F. Mohammadi M. Amini H. Arabnia OffRL 65 22 0 26 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 107 176 0 16 Aug 2019
Dual Adversarial Inference for Text-to-Image Synthesis Qicheng Lao Mohammad Havaei Ahmad Pesaranghader Francis Dutil Lisa Di-Jorio T. Fevens GAN 64 39 0 14 Aug 2019
MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences Yifu Chen Zongsheng Wang Bowen Wu Mengyuan Li Huan Zhang Lin Ma Feng Liu Qihang Feng Baoxun Wang CVBM 25 3 0 14 Aug 2019
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space Rafael Felix Ben Harwood Michele Sasdelli G. Carneiro VLM 70 9 0 14 Aug 2019
Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces Rafael Felix Ben Harwood Michele Sasdelli G. Carneiro 23 1 0 06 Aug 2019
Visual-Relation Conscious Image Generation from Structured-Text D. Vo Akihiro Sugimoto 79 17 0 05 Aug 2019
Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework Dong Cao Lisha Xu Haibo Chen ViT 32 3 0 04 Aug 2019
VITAL: A Visual Interpretation on Text with Adversarial Learning for Image Labeling Tao Hu Chengjiang Long Leheng Zhang Chunxia Xiao GAN 25 2 0 26 Jul 2019
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 55 6 0 18 Jul 2019
Deep Learning for Fine-Grained Image Analysis: A Survey Xiu-Shen Wei Jianxin Wu Quan Cui 68 90 0 06 Jul 2019
Zero-shot Learning for Audio-based Music Classification and Tagging Jeong-Eun Choi Jongpil Lee Jiyoung Park Juhan Nam VLM 82 45 0 05 Jul 2019
Improving Description-based Person Re-identification by Multi-granularity Image-text Alignments K. Niu Y. Huang Wanli Ouyang Liang Wang 58 144 0 23 Jun 2019
Joint Visual-Textual Embedding for Multimodal Style Search Gil Sadeh L. Fritz Gabi Shalev Eduard Oks 65 8 0 15 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 35 1 0 13 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 72 86 0 04 Jun 2019
ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation Jianxin Lin Yingce Xia Sen Liu Tao Qin Zhibo Chen VLM 95 28 0 01 Jun 2019
CLAREL: Classification via retrieval loss for zero-shot learning Boris N. Oreshkin Negar Rostamzadeh Pedro H. O. Pinheiro C. Pal VLM 73 6 0 31 May 2019
KG-GAN: Knowledge-Guided Generative Adversarial Networks Che-Han Chang Chun-Hsien Yu Szu-Ying Chen Edward Y. Chang GAN 65 8 0 29 May 2019
Deep Zero-Shot Learning for Scene Sketch Yao Xie Peng Xu Zhanyu Ma VLM 61 12 0 11 May 2019
SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning Zihan Ye Fan Lyu Linyan Li Qiming Fu Jinchang Ren Fuyuan Hu GAN 55 28 0 15 Apr 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning Jingjing Li Mengmeng Jing Ke Lu Zhengming Ding Lei Zhu Zi Huang VLM GAN 42 307 0 08 Apr 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 79 73 0 01 Apr 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 101 491 0 25 Mar 2019
End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations Keisuke Hagiwara Yusuke Mukuta Tatsuya Harada 32 0 0 25 Mar 2019
Mix and match networks: cross-modal alignment for zero-pair image-to-image translation Yaxing Wang Luis Herranz Joost van de Weijer 70 4 0 08 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 99 145 0 08 Mar 2019
Transfer feature generating networks with semantic classes structure for zero-shot learning Guangfeng Lin Wanjun Chen Kaiyang Liao Xiao-bing Kang C. Fan 46 6 0 06 Mar 2019
Let's Transfer Transformations of Shared Semantic Representations Nam S. Vo Lu Jiang James Hays 27 3 0 02 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu Jianwen Xie Zhiqiang Tang Xi Peng Ahmed Elgammal VLM 88 121 0 01 Mar 2019
Learning To Follow Directions in Street View Karl Moritz Hermann Mateusz Malinowski Piotr Wojciech Mirowski Andras Banki-Horvath Keith Anderson R. Hadsell SSL 79 69 0 01 Mar 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 76 286 0 05 Feb 2019
Realistic Image Generation using Region-phrase Attention Wanming Huang Yida Xu I. Oppermann GAN 42 15 0 04 Feb 2019
Multi-modal Ensemble Classification for Generalized Zero Shot Learning Rafael Felix Michele Sasdelli Ian Reid G. Carneiro VLM 75 20 0 15 Jan 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Bo Liu Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 135 86 0 06 Jan 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Yuval Atzmon Gal Chechik 68 4 0 24 Dec 2018