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 / 209 papers shown

Title
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners Mohammed Dabbah Ran El-Yaniv 11 0 0 26 Nov 2021
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling Dat T. Huynh Jason Kuen Zhe-nan Lin Jiuxiang Gu Ehsan Elhamifar ISeg VLM 30 83 0 24 Nov 2021
The Curious Layperson: Fine-Grained Image Recognition without Expert Labels Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi VLM 35 9 0 05 Nov 2021
ZSpeedL -- Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices Cristiano Patrício João Neves 8 2 0 09 Oct 2021
Implicit and Explicit Attention for Zero-Shot Learning Faisal Alamri Anjan Dutta 90 7 0 02 Oct 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning Shiming Chen Guosen Xie Yang Liu Qinmu Peng Baigui Sun Hao Li Xinge You Ling Shao 16 124 0 30 Sep 2021
Field-Guide-Inspired Zero-Shot Learning Utkarsh Mall Bharath Hariharan Kavita Bala VLM 38 7 0 24 Aug 2021
Structure-Aware Feature Generation for Zero-Shot Learning Lianbo Zhang Shaoli Huang Xinchao Wang Wei Liu Dacheng Tao GAN 24 0 0 16 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 23 57 0 13 Aug 2021
Caption Generation on Scenes with Seen and Unseen Object Categories B. Demirel R. G. Cinbis VLM 17 1 0 13 Aug 2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Ziwei Xu Guangzhi Wang Yongkang Wong Mohan S. Kankanhalli 49 26 0 10 Aug 2021
Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning Faisal Alamri Anjan Dutta ViT 24 23 0 30 Jul 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning Shiming Chen Wenjie Wang Beihao Xia Qinmu Peng Xinge You Feng Zheng Ling Shao VLM 24 134 0 29 Jul 2021
Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains Puneet Mangla Shivam Chandhok V. Balasubramanian Fahad Shahbaz Khan VLM OOD 29 4 0 15 Jul 2021
Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains Shivam Chandhok Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer V. Balasubramanian Fahad Shahbaz Khan Ling Shao 26 6 0 12 Jul 2021
Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision Gaurav Bhatt Shivam Chandhok V. Balasubramanian 24 1 0 11 Jul 2021
Mitigating Generation Shifts for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Ruihong Qiu Jingjing Li Zi Huang 19 25 0 07 Jul 2021
Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning Yi Zhang Sheng Huang Xiao-song Peng Dan Yang 28 9 0 28 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 42 24 0 11 Jun 2021
Labeled Data Generation with Inexact Supervision Enyan Dai Kai Shu Yiwei Sun Suhang Wang 37 3 0 08 Jun 2021
Learning from Multiple Noisy Partial Labelers Peilin Yu Tiffany Ding Stephen H. Bach NoLa 15 22 0 08 Jun 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Liu Bo Qiulei Dong Zhanyi Hu 20 24 0 01 Jun 2021
Compositional Fine-Grained Low-Shot Learning Dat T. Huynh Ehsan Elhamifar 18 4 0 21 May 2021
Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition Bo Liu Haoxiang Li Hao Kang G. Hua Nuno Vasconcelos 17 13 0 01 May 2021
Revisiting Document Representations for Large-Scale Zero-Shot Learning Jihyung Kil Wei-Lun Chao VLM 40 10 0 21 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 19 58 0 11 Apr 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning Chaoqun Wang Xuejin Chen Shaobo Min Xiaoyan Sun Houqiang Li VLM 26 18 0 05 Apr 2021
Contrastive Embedding for Generalized Zero-Shot Learning Zongyan Han Zhenyong Fu Shuo Chen Jian Yang VLM 42 189 0 30 Mar 2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection Gongjie Zhang Kaiwen Cui Tzu-Yi Hung Shijian Lu 24 110 0 28 Mar 2021
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning Federico Marmoreo Julio Ivan Davila Carrazco Vittorio Murino Jacopo Cavazza VLM 16 0 0 23 Mar 2021
Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner! Jacopo Cavazza VLM 27 0 0 20 Mar 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan li Xuecheng Nie Congying Han DiffM 24 0 0 19 Mar 2021
Online Lifelong Generalized Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL 23 9 0 19 Mar 2021
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions Sebastian Bujwid Josephine Sullivan VLM 23 28 0 17 Mar 2021
On Implicit Attribute Localization for Generalized Zero-Shot Learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer VLM 11 10 0 08 Mar 2021
A survey on Variational Autoencoders from a GreenAI perspective Andrea Asperti David Evangelista E. Loli Piccolomini DRL 6 51 0 01 Mar 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 158 192 0 01 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 27 77 0 26 Feb 2021
Domain Adaptation for Learning Generator from Paired Few-Shot Data Chunyue Teng Pin-Yu Chen Wei-Chen Chiu TTA 6 0 0 25 Feb 2021
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Vinay Kumar Verma Kevin J Liang Nikhil Mehta Lawrence Carin CLL VLM 34 5 0 23 Feb 2021
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Hongxin Xiang Cheng Xie Ting Zeng Yun Yang 32 6 0 23 Feb 2021
End-to-end Generative Zero-shot Learning via Few-shot Learning Georgios Chochlakis Efthymios Georgiou Alexandros Potamianos VLM 23 1 0 08 Feb 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation Federico Marmoreo Jacopo Cavazza Vittorio Murino VLM 23 4 0 05 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 43 5 0 05 Feb 2021
Isometric Propagation Network for Generalized Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Xuanyi Dong Chengqi Zhang 24 36 0 03 Feb 2021
Generative Multi-Label Zero-Shot Learning Akshita Gupta Sanath Narayan Salman Khan Fahad Shahbaz Khan Ling Shao Joost van de Weijer VLM 27 32 0 27 Jan 2021
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 28 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-Wei Zhang 80 99 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 21 23 0 18 Jan 2021
Integrated Generalized Zero-Shot Learning for Fine-Grained Classification Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu 39 22 0 31 Dec 2020