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Evaluation of Output Embeddings for Fine-Grained Image Classification

30 September 2014

Bernt Schiele

Papers citing "Evaluation of Output Embeddings for Fine-Grained Image Classification"

50 / 437 papers shown

Title
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 91 155 0 21 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
AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification Binod Bhattarai Rumeysa Bodur Tae-Kyun Kim CVBM 55 5 0 15 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 71 41 0 15 Jul 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jiancheng Ni Shanghang Zhang Haiyong Xie GAN 73 76 0 12 Jul 2019
Zero-shot Learning for Audio-based Music Classification and Tagging Jeong-Eun Choi Jongpil Lee Jiyoung Park Juhan Nam VLM 80 45 0 05 Jul 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Shanmin Pang Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 54 9 0 30 Jun 2019
Representation Quality Of Neural Networks Links To Adversarial Attacks and Defences Shashank Kotyan Danilo Vasconcellos Vargas Moe Matsuki 24 0 0 15 Jun 2019
Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing Sungmin Eum H. Kwon 38 3 0 13 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 35 1 0 13 Jun 2019
Zero-Shot Image Classification Using Coupled Dictionary Embedding Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 30 15 0 10 Jun 2019
A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation V. Khare Divyat Mahajan Homanga Bharadhwaj Vinay Kumar Verma Piyush Rai VLM 76 16 0 07 Jun 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 197 321 0 03 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
Exploring Temporal Information for Improved Video Understanding Yi Zhu 54 0 0 25 May 2019
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling Hao Zhang Bo Chen Long Tian Zhengjue Wang Mingyuan Zhou DRL 67 7 0 18 May 2019
Learning Visually Consistent Label Embeddings for Zero-Shot Learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 36 5 0 16 May 2019
Unified Generator-Classifier for Efficient Zero-Shot Learning Ayyappa Kumar Pambala Titir Dutta Soma Biswas 23 4 0 11 May 2019
Context-Aware Zero-Shot Learning for Object Recognition Éloi Zablocki Patrick Bordes Benjamin Piwowarski Laure Soulier Patrick Gallinari VLM 50 29 0 24 Apr 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning Yizhe Zhu Jianwen Xie Bingchen Liu Ahmed Elgammal VLM 84 87 0 22 Apr 2019
Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition Devraj Mandal Sanath Narayan Sai Kumar Dwivedi Vikram Gupta Shuaib Ahmed Fahad Shahbaz Khan Ling Shao OODD 80 142 0 18 Apr 2019
Generative Model for Zero-Shot Sketch-Based Image Retrieval Vinay Kumar Verma Aakansha Mishra Ashish Mishra Piyush Rai BDL DiffM 73 25 0 18 Apr 2019
Interpreting Adversarial Examples with Attributes Sadaf Gulshad J. H. Metzen A. Smeulders Zeynep Akata FAtt AAML 93 6 0 17 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 57 64 0 16 Apr 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
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang Feng Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 83 105 0 11 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 69 73 0 01 Apr 2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das C. S. George Lee VLM 70 30 0 27 Mar 2019
Zero Shot Learning with the Isoperimetric Loss Shay Deutsch Andrea L. Bertozzi Stefano Soatto VLM 32 5 0 15 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 91 145 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 32 6 0 06 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
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Colin Samplawski H. Kwon Erik Learned-Miller Benjamin M. Marlin VLM 48 1 0 14 Feb 2019
Learning Decision Trees Recurrently Through Communication Stephan Alaniz Diego Marcos Bernt Schiele Zeynep Akata 58 16 0 05 Feb 2019
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM 72 10 0 25 Jan 2019
A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model João C. P. Reis G. Gonçalves 21 1 0 24 Jan 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 133 86 0 06 Jan 2019
A Survey on Multi-output Learning Donna Xu Yaxin Shi Ivor W. Tsang Yew-Soon Ong Chen Gong Xiaobo Shen 49 5 0 02 Jan 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Yuval Atzmon Gal Chechik 68 4 0 24 Dec 2018
Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation Kyaw Zaw Lin Weipeng Xu Qianru Sun Christian Theobalt Tat-Seng Chua 3DH 44 9 0 24 Dec 2018
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 88 49 0 16 Dec 2018
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Edgar Schönfeld Sayna Ebrahimi Samarth Sinha Trevor Darrell Zeynep Akata DRL 126 599 0 05 Dec 2018
Universal Semi-Supervised Semantic Segmentation Tarun Kalluri G. Varma Manmohan Chandraker C. V. Jawahar 104 96 0 26 Nov 2018
Bi-Adversarial Auto-Encoder for Zero-Shot Learning YunLong Yu Zhong Ji Yanwei Pang Jichang Guo Zhongfei Zhang Leilei Gan GAN 46 3 0 20 Nov 2018
Generalized Zero-Shot Recognition based on Visually Semantic Embedding Pengkai Zhu Hanxiao Wang Venkatesh Saligrama 72 81 0 19 Nov 2018
Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Xiaobo Jin Kaizhu Huang Jianyu Miao 36 0 0 19 Nov 2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Li Niu Ashok Veeraraghavan A. Sabharwal 51 2 0 19 Nov 2018