Zero-Shot Kernel Learning

5 February 2018

Papers citing "Zero-Shot Kernel Learning"

38 / 38 papers shown

Title
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding Bingchen Liu Jingchen Li Naixing Xu X. Li 33 0 0 10 Mar 2025
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu H. Shen 25 2 0 26 Dec 2022
Kernel Relative-prototype Spectral Filtering for Few-shot Learning Tao Zhang Wu Huang 16 13 0 24 Jul 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 20 69 0 29 Mar 2022
Semantically Grounded Visual Embeddings for Zero-Shot Learning Shah Nawaz Jacopo Cavazza Alessio Del Bue ObjD FedML VLM 20 3 0 03 Jan 2022
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning Chunlin Ji Hanchu Shen Zhan Xiong F. Chen Meiying Zhang Huiwen Yang 24 0 0 06 Dec 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning Chaoqun Wang Shaobo Min Xuejin Chen Xiaoyan Sun Houqiang Li 25 45 0 03 Nov 2021
Meta-Learning for Multi-Label Few-Shot Classification Christian Simon Piotr Koniusz Mehrtash Harandi 13 25 0 26 Oct 2021
Pho(SC)-CTC -- A Hybrid Approach Towards Zero-shot Word Image Recognition Ravindra K Bhatt Anuj Rai N. C. Krishnan S. Chanda 36 2 0 31 May 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 29 25 0 22 Apr 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 24 36 0 03 Mar 2021
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu GAN 16 7 0 30 Dec 2020
Prior Knowledge about Attributes: Learning a More Effective Potential Space for Zero-Shot Recognition Chunlai Chai Yukuan Lou Shijin Zhang BDL 4 1 0 14 Sep 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
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
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 18 36 0 18 Jun 2020
From Generalized zero-shot learning to long-tail with class descriptors Dvir Samuel Y. Atzmon Gal Chechik VLM 21 1 0 05 Apr 2020
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Fuzhen Li Zhenfeng Zhu Xingxing Zhang Jian Cheng Yao Zhao 38 2 0 10 Feb 2020
Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning Hongguang Zhang Piotr Koniusz Songlei Jian Hongdong Li Philip H. S. Torr SSL 21 59 0 12 Jan 2020
Few-shot Action Recognition with Permutation-invariant Attention Hongguang Zhang Li Zhang Xiaojuan Qi Hongdong Li Philip H. S. Torr Piotr Koniusz 19 3 0 12 Jan 2020
Zero-Shot Recognition via Optimal Transport Wenlin Wang Hongteng Xu Guoyin Wang Wenqi Wang Lawrence Carin OT 16 2 0 20 Oct 2019
SDM-Net: A Simple and Effective Model for Generalized Zero-Shot Learning Shabnam Daghaghi Tharun Medini Anshumali Shrivastava VLM 22 1 0 10 Sep 2019
A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay K. Verma Dhanajit Brahma Piyush Rai BDL DiffM VLM 33 19 0 10 Sep 2019
Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 27 21 0 12 Aug 2019
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Chuanxing Geng Lue Tao Songcan Chen ObjD 15 0 0 12 Aug 2019
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 25 6 0 18 Jul 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jiancheng Ni Shanghang Zhang Haiyong Xie GAN 12 75 0 12 Jul 2019
Few-Shot Learning via Saliency-guided Hallucination of Samples Hongguang Zhang Jing Zhang Piotr Koniusz 19 202 0 06 Apr 2019
Zero Shot Learning with the Isoperimetric Loss Shay Deutsch Andrea L. Bertozzi Stefano Soatto VLM 14 5 0 15 Mar 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Y. Atzmon Gal Chechik 24 4 0 24 Dec 2018
Zero-Shot Learning with Sparse Attribute Propagation Nanyi Fei Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 11 0 0 11 Dec 2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Li Niu Ashok Veeraraghavan A. Sabharwal 18 2 0 19 Nov 2018
Power Normalizing Second-order Similarity Network for Few-shot Learning Hongguang Zhang Piotr Koniusz 10 59 0 10 Nov 2018
Model Selection for Generalized Zero-shot Learning Hongguang Zhang Ying Shi GAN 14 22 0 08 Nov 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 26 71 0 14 Aug 2018
Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning Y. Atzmon Gal Chechik BDL VLM 34 29 0 07 Jun 2018
Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael C. Kampffmeyer Yinbo Chen Xiaodan Liang Hao Wang Yujia Zhang Eric P. Xing 20 303 0 29 May 2018