Mitigating Generation Shifts for Generalized Zero-Shot Learning

7 July 2021

Zi Huang

Papers citing "Mitigating Generation Shifts for Generalized Zero-Shot Learning"

39 / 39 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 257 30,123 0 01 Mar 2022
Semantics Disentangling for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Ruihong Qiu Sen Wang Zi Huang Jingjing Li Zheng Zhang 91 101 0 20 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng Zhang UQCV 39 12 0 09 Jan 2021
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning Xingyu Chen Xuguang Lan F. Sun Nanning Zheng OODD 60 76 0 09 Aug 2020
Adversarial Bipartite Graph Learning for Video Domain Adaptation Yadan Luo Zi Huang Zijian Wang Zheng Zhang Mahsa Baktashmotlagh 103 51 0 31 Jul 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 44 37 0 27 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 77 102 0 09 Jul 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 44 142 0 30 Mar 2020
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Sanath Narayan Akshita Gupta Fahad Shahbaz Khan Cees G. M. Snoek Ling Shao VLM 37 224 0 17 Mar 2020
Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling Yadan Luo Zi Huang Zheng Zhang Ziwei Wang Mahsa Baktashmotlagh Yang Yang CLL BDL 50 24 0 12 Nov 2019
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen Jingjing Li Yadan Luo Zi Huang Yang Yang GAN 56 42 0 21 Sep 2019
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
Episode-based Prototype Generating Network for Zero-Shot Learning YunLong Yu Zhong Ji Zhongfei Zhang Jungong Han VLM 43 145 0 08 Sep 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 76 176 0 16 Aug 2019
Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation Yadan Luo Zi Huang Zheng Zhang Ziwei Wang Jingjing Li Yang Yang 56 40 0 01 Aug 2019
Guided Image Generation with Conditional Invertible Neural Networks Lynton Ardizzone Carsten T. Lüth Jakob Kruse Carsten Rother Ullrich Kothe DRL 83 294 0 04 Jul 2019
From Zero-Shot Learning to Cold-Start Recommendation Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang 37 148 0 20 Jun 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning Yizhe Zhu Jianwen Xie Bingchen Liu Ahmed Elgammal VLM 49 87 0 22 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 35 304 0 08 Apr 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 88 490 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 75 596 0 05 Dec 2018
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 66 222 0 12 Nov 2018
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning Yadan Luo Ziwei Wang Zi Huang Yang Yang Cong Zhao 50 23 0 22 Aug 2018
Analyzing Inverse Problems with Invertible Neural Networks Lynton Ardizzone Jakob Kruse Sebastian J. Wirkert D. Rahner E. Pellegrini R. Klessen Lena Maier-Hein Carsten Rother Ullrich Kothe 53 490 0 14 Aug 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 56 353 0 01 Aug 2018
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 80 386 0 04 Dec 2017
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 62 933 0 04 Dec 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 182 2,397 0 10 Jul 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 139 1,566 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 118 154 0 04 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 86 826 0 26 Apr 2017
Dataset Augmentation in Feature Space Terrance Devries Graham W. Taylor 64 428 0 17 Feb 2017
Zero-Shot Hashing via Transferring Supervised Knowledge Yang Yang Weilun Chen Yadan Luo Fumin Shen Jie Shao Heng Tao Shen 54 152 0 16 Jun 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 263 78 0 26 May 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
Latent Embeddings for Zero-shot Classification Yongqin Xian Zeynep Akata Gaurav Sharma Quynh N. Nguyen Matthias Hein Bernt Schiele BDL 69 719 0 29 Mar 2016
Label-Embedding for Image Classification Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid VLM 68 779 0 30 Mar 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 78 1,020 0 30 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 441 16,940 0 20 Dec 2013