A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning

9 August 2020

Papers citing "A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning"

27 / 27 papers shown

Title
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning Linhao Li Yongzhang Tan Siyuan Yang Hao Cheng Yongfeng Dong Liang Yang CLL 138 0 0 15 Apr 2025
Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang GAN 56 62 0 17 Sep 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 91 490 0 25 Mar 2019
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Edgar Schönfeld Sayna Ebrahimi Samarth Sinha Trevor Darrell Zeynep Akata DRL 77 596 0 05 Dec 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 58 353 0 01 Aug 2018
Hyperspherical Variational Auto-Encoders Tim R. Davidson Luca Falorsi Nicola De Cao Thomas Kipf Jakub M. Tomczak DRL BDL 104 385 0 03 Apr 2018
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 51 224 0 08 Mar 2018
Zero-Shot Kernel Learning Hongguang Zhang Piotr Koniusz VLM 57 110 0 05 Feb 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 62 452 0 11 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 79 289 0 05 Dec 2017
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 64 933 0 04 Dec 2017
A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders Ashish Mishra M. K. Reddy Anurag Mittal H. Murthy GAN VLM DRL 61 298 0 03 Sep 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 148 1,567 0 03 Jul 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 120 154 0 04 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 86 826 0 26 Apr 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 57 166 0 17 Mar 2017
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 155 3,452 0 07 Oct 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 199 841 0 17 May 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 112 738 0 02 Mar 2016
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 64 617 0 15 Sep 2015
Label-Embedding for Image Classification Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid VLM 70 779 0 30 Mar 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 80 1,020 0 30 Sep 2014
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 137 2,193 0 10 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 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 394 33,529 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,262 0 04 Jun 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 119 1,469 0 16 Jan 2013