Disentangling Semantic-to-visual Confusion for Zero-shot Learning

16 June 2021

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Papers citing "Disentangling Semantic-to-visual Confusion for Zero-shot Learning"

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Title
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 95 119 0 05 Mar 2021
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search Sean MacAvaney Arman Cohan Nazli Goharian 52 21 0 12 Oct 2020
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R. Vyas Hemanth Venkateswara S. Panchanathan GAN 47 138 0 19 Jul 2020
Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts? Angelos Filos P. Tigas R. McAllister Nicholas Rhinehart Sergey Levine Y. Gal 63 187 0 26 Jun 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 72 128 0 01 Apr 2020
In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation Ye Yuan Wuyang Chen Yang Yang Zhangyang Wang 3DH 110 88 0 17 Dec 2019
Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang GAN 60 62 0 17 Sep 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 90 1,820 0 10 Apr 2019
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 54 224 0 08 Mar 2018
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 80 934 0 04 Dec 2017
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis Yang Long Li Liu Ling Shao Fumin Shen Guiguang Ding Jiawei Han 136 154 0 04 May 2017
Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes Guo-Jun Qi Wen Liu Charu C. Aggarwal Thomas Huang VLM 66 54 0 22 Mar 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 77 844 0 13 Mar 2017
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 204 843 0 17 May 2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Wei-Lun Chao Soravit Changpinyo Boqing Gong Fei Sha 77 568 0 13 May 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 128 738 0 02 Mar 2016
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 74 617 0 15 Sep 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,145 0 12 Mar 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 90 1,020 0 30 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,922 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013