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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
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 65 8 0 22 Jan 2021
Semantics Disentangling for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Ruihong Qiu Sen Wang Zi Huang Jingjing Li Zheng Zhang 151 101 0 20 Jan 2021
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition Shreyank N. Gowda Laura Sevilla-Lara Frank Keller Marcus Rohrbach VLM 112 23 0 18 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng Zhang UQCV 41 12 0 09 Jan 2021
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny Kai Yi Mohamed Elfeki VLM DiffM 63 7 0 01 Jan 2021
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu GAN 51 7 0 30 Dec 2020
Deep Semantic Dictionary Learning for Multi-label Image Classification Feng Zhou Sheng Huang Yun Xing VLM 74 73 0 23 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 122 0 0 16 Dec 2020
Probing Few-Shot Generalization with Attributes Mengye Ren Eleni Triantafillou Kuan-Chieh Wang James Lucas Jake C. Snell Xaq Pitkow A. Tolias R. Zemel VLM OOD 57 3 0 10 Dec 2020
Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings Karan Sikka Jihua Huang Andrew Silberfarb Prateeth Nayak Luke Rohrer Pritish Sahu John Byrnes Ajay Divakaran R. Rohwer 47 4 0 21 Nov 2020
Generalized Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram BDL VLM CLL 153 11 0 17 Nov 2020
Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations Tristan Sylvain Linda Petrini R. Devon Hjelm VLM 46 7 0 22 Oct 2020
Learning Graph-Based Priors for Generalized Zero-Shot Learning Colin Samplawski Jannik Wolff T. Klein Moin Nabi BDL 42 1 0 22 Oct 2020
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir Fahad Shahbaz Khan VLM ObjD 246 57 0 19 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Yuval Atzmon Gal Chechik Reut Tsarfaty VLM 64 32 0 07 Oct 2020
Learning Clusterable Visual Features for Zero-Shot Recognition Jingyi Xu Zhixin Shu Dimitris Samaras VLM 100 0 0 07 Oct 2020
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 40 6 0 06 Oct 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 82 75 0 24 Sep 2020
Weak-shot Fine-grained Classification via Similarity Transfer Junjie Chen Li Niu Liu Liu Liqing Zhang 103 21 0 19 Sep 2020
Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Lin Gu Tatsuya Harada Jun Zhou 39 4 0 16 Sep 2020
Prior Knowledge about Attributes: Learning a More Effective Potential Space for Zero-Shot Recognition Chunlai Chai Yukuan Lou Shijin Zhang BDL 23 1 0 14 Sep 2020
Visually Analyzing and Steering Zero Shot Learning Saroj Sahoo M. Berger LLMSV 45 2 0 11 Sep 2020
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature Bo Liu Qiulei Dong Zhanyi Hu VLM 123 24 0 29 Aug 2020
Bias-Awareness for Zero-Shot Learning the Seen and Unseen William Thong Cees G. M. Snoek 51 5 0 25 Aug 2020
A Deep Dive into Adversarial Robustness in Zero-Shot Learning M. K. Yucel R. G. Cinbis P. D. Sahin VLM 68 7 0 17 Aug 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 146 140 0 16 Aug 2020
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning Xingyu Chen Xuguang Lan F. Sun Nanning Zheng OODD 84 77 0 09 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 94 243 0 09 Aug 2020
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning Yannick Le Cacheux Adrian Daniel Popescu Hervé Le Borgne VLM 119 7 0 06 Aug 2020
Zero-Shot Multi-View Indoor Localization via Graph Location Networks Meng-Jiun Chiou Zhenguang Liu Yifang Yin Anan Liu Roger Zimmermann 64 27 0 06 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 87 54 0 30 Jul 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 44 1 0 28 Jul 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 80 38 0 27 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 151 101 0 23 Jul 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 55 2 0 23 Jul 2020
Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier Tz-Ying Wu Pedro Morgado Pei Wang Chih-Hui Ho Nuno Vasconcelos 58 46 0 20 Jul 2020
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R. Vyas Hemanth Venkateswara S. Panchanathan GAN 66 138 0 19 Jul 2020
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot Learning Shivam Chandhok V. Balasubramanian VLM GAN 30 1 0 15 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 101 103 0 09 Jul 2020
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata GAN 53 24 0 20 Jun 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 93 86 0 16 Jun 2020
Simple and effective localized attribute representations for zero-shot learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer FAtt 62 11 0 10 Jun 2020
Continual Representation Learning for Biometric Identification Bo Zhao Shixiang Tang Dapeng Chen Hakan Bilen Rui Zhao CLL 86 36 0 08 Jun 2020
Improving Generalized Zero-Shot Learning by Semantic Discriminator Xinpeng Li VLM 48 1 0 28 May 2020
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings Pratik Mazumder Pravendra Singh Kranti K. Parida Vinay P. Namboodiri 79 35 0 27 May 2020
Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction Weiran Yao Sean Qian 43 10 0 21 May 2020
A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning Zhongwu Xie Weipeng Cao Xizhao Wang Zhong Ming Jingjing Zhang Jiyong Zhang VLM 27 4 0 13 May 2020
Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning Omkar Gune Mainak Pal Preeti Mukherjee Biplab Banerjee S. Chaudhuri VLM 32 4 0 09 May 2020
Visual Question Answering with Prior Class Semantics Violetta Shevchenko Damien Teney A. Dick Anton Van Den Hengel BDL 55 7 0 04 May 2020
A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion Jingcai Guo Song Guo 64 50 0 30 Apr 2020