f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

25 March 2019

Bernt Schiele

Papers citing "f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning"

50 / 208 papers shown

Title
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 31 0 0 16 Dec 2020
A Review of Generalized Zero-Shot Learning Methods Farhad Pourpanah Moloud Abdar Yuxuan Luo Xinlei Zhou Ran Wang C. P. Lim Xizhao Wang Q. M. Jonathan Wu VLM 19 343 0 17 Nov 2020
Generalized Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram BDL VLM CLL 23 11 0 17 Nov 2020
Transductive Zero-Shot Learning using Cross-Modal CycleGAN Patrick Bordes Éloi Zablocki Benjamin Piwowarski Patrick Gallinari VLM 22 0 0 13 Nov 2020
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? Morris Klasen D. Ahrens J. Eberle Volker Steinhage 16 19 0 18 Oct 2020
Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization Congqi Cao Yajuan Li Qinyi Lv Peng Wang Yanning Zhang 4 31 0 13 Oct 2020
Learning Clusterable Visual Features for Zero-Shot Recognition Jingyi Xu Zhixin Shu Dimitris Samaras VLM 31 0 0 07 Oct 2020
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM DiffM 6 23 0 25 Sep 2020
Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow Yuchao Gu Le Zhang Yun-Hai Liu Shao-Ping Lu Ming-Ming Cheng 13 6 0 01 Sep 2020
Bias-Awareness for Zero-Shot Learning the Seen and Unseen William Thong Cees G. M. Snoek 14 5 0 25 Aug 2020
Few-Shot Learning with Intra-Class Knowledge Transfer Vivek Roy Yan Xu Yu-xiong Wang Kris M. Kitani Ruslan Salakhutdinov M. Hebert VLM 11 3 0 22 Aug 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 7 282 0 19 Aug 2020
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis Zhipeng Bao Yu-xiong Wang M. Hebert 20 11 0 16 Aug 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 6 139 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 14 76 0 09 Aug 2020
Generalized Zero-Shot Domain Adaptation via Coupled Conditional Variational Autoencoders Qian Wang T. Breckon 22 12 0 03 Aug 2020
Point Cloud Completion by Learning Shape Priors Xiaogang Wang M. Ang Gim Hee Lee 3DPC 9 22 0 02 Aug 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 11 36 0 27 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 61 100 0 23 Jul 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 34 314 0 23 Jul 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 16 2 0 23 Jul 2020
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot Learning Shivam Chandhok V. Balasubramanian VLM GAN 18 1 0 15 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 19 99 0 09 Jul 2020
Bookworm continual learning: beyond zero-shot learning and continual learning Kai Wang Luis Herranz Anjan Dutta Joost van de Weijer VLM CLL 16 6 0 26 Jun 2020
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata GAN 11 24 0 20 Jun 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 15 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 14 11 0 10 Jun 2020
Novelty Detection via Robust Variational Autoencoding Chieh-Hsin Lai Dongmian Zou Gilad Lerman AAML DRL 6 5 0 09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy Jiabo Huang S. Gong SSL 22 2 0 08 Jun 2020
Graph-based Visual-Semantic Entanglement Network for Zero-shot Image Recognition Yang Hu Guihua Wen Adriane P. Chapman Pei Yang Mingnan Luo Yingxue Xu Dan Dai Wendy Hall 35 18 0 08 Jun 2020
Generative Adversarial Data Programming Arghya Pal V. Balasubramanian VLM GAN 6 5 0 30 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 19 53 0 29 Apr 2020
Generative Feature Replay For Class-Incremental Learning Xialei Liu Chenshen Wu Mikel Menta Luis Herranz Bogdan Raducanu Andrew D. Bagdanov Shangling Jui Joost van de Weijer CLL 23 145 0 20 Apr 2020
SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space Ao Liu Rui Wang Hao Wang AAML 6 2 0 12 Apr 2020
From Generalized zero-shot learning to long-tail with class descriptors Dvir Samuel Y. Atzmon Gal Chechik VLM 18 1 0 05 Apr 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 11 141 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 6 219 0 17 Mar 2020
Any-Shot Object Detection Shafin Rahman Salman Khan Nick Barnes F. Khan ObjD VLM 6 17 0 16 Mar 2020
On Parameter Tuning in Meta-learning for Computer Vision F. Mohammadi M. Amini H. Arabnia 6 13 0 11 Feb 2020
Domain segmentation and adjustment for generalized zero-shot learning Xinsheng Wang Shanmin Pang Jihua Zhu 20 4 0 01 Feb 2020
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 12 56 0 16 Dec 2019
Towards Visually Explaining Variational Autoencoders Wenqian Liu Runze Li Meng Zheng Srikrishna Karanam Ziyan Wu B. Bhanu Richard J. Radke Octavia Camps 30 214 0 18 Nov 2019
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 14 98 0 07 Oct 2019
A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay K. Verma Dhanajit Brahma Piyush Rai BDL DiffM VLM 30 19 0 10 Sep 2019
Episode-based Prototype Generating Network for Zero-Shot Learning Yunlong Yu Zhong Ji Zhongfei Zhang Jungong Han VLM 19 144 0 08 Sep 2019
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning Chenrui Zhang Xiaoqing Lyu Zhi Tang 11 30 0 30 Aug 2019
Improving Generalization via Attribute Selection on Out-of-the-box Data Xiaofeng Xu Ivor W. Tsang Chuancai Liu VLM 8 1 0 26 Jul 2019
Relational Generalized Few-Shot Learning Xiahan Shi Leonard Salewski Martin Schiegg Zeynep Akata Max Welling 6 24 0 22 Jul 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Shanmin Pang Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 16 9 0 30 Jun 2019
Learning to Self-Train for Semi-Supervised Few-Shot Classification Xinzhe Li Qianru Sun Yaoyao Liu Shibao Zheng Qin Zhou Tat-Seng Chua Bernt Schiele SSL 19 267 0 03 Jun 2019