Zero-Shot Learning via Semantic Similarity Embedding

15 September 2015

Papers citing "Zero-Shot Learning via Semantic Similarity Embedding"

50 / 102 papers shown

Title
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities Aaryan Panda Damodar Panigrahi Shaswata Mitra Sudip Mittal Shahram Rahimi 33 0 0 12 Sep 2024
Automating SBOM Generation with Zero-Shot Semantic Similarity Devin Pereira Christopher Molloy Sudipta Acharya Steven H. H. Ding 18 0 0 03 Feb 2024
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 46 0 0 20 Dec 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 65 6 0 01 Nov 2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval Shiyin Dong Mingrui Zhu N. Wang Xinbo Gao VLM 40 3 0 09 May 2023
Ontology-aware Network for Zero-shot Sketch-based Image Retrieval Huan Zhang He Jiang Ziqiang Wang Deqiang Cheng VLM 28 3 0 20 Feb 2023
Vocabulary-informed Zero-shot and Open-set Learning Yanwei Fu Xiaomei Wang Hanze Dong Yu-Gang Jiang Meng Wang Xiangyang Xue Leonid Sigal VLM 29 18 0 03 Jan 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 29 1 0 31 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 47 1 0 22 Nov 2022
Active Relation Discovery: Towards General and Label-aware Open Relation Extraction Yongqian Li Hai-Tao Zheng Xi Chen Haitao Zheng Ying Shen Hong-Gee Kim VLM 24 14 0 08 Nov 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 47 68 0 13 Oct 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 78 49 0 05 Jul 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip Torr 37 7 0 24 Apr 2022
Hybrid Routing Transformer for Zero-Shot Learning Dezhong Cheng Gerong Wang Boshen Wang Qiang Zhang Jungong Han Dingwen Zhang 34 69 0 29 Mar 2022
Reinforcement-based frugal learning for satellite image change detection Sebastien Deschamps H. Sahbi 37 1 0 22 Mar 2022
Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection H. Sahbi Sebastien Deschamps 40 0 0 22 Mar 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 35 23 0 27 Jan 2022
Zero-Shot Sketch Based Image Retrieval using Graph Transformer Sumrit Gupta Ushasi Chaudhuri Biplab Banerjee 22 10 0 25 Jan 2022
Region Semantically Aligned Network for Zero-Shot Learning Ziyang Wang Yunhao Gou Jingjing Li Yu Zhang Yang Yang 40 11 0 14 Oct 2021
Active learning for interactive satellite image change detection H. Sahbi Sebastien Deschamps Andrei Stoian 42 6 0 08 Oct 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 51 35 0 29 Sep 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 32 55 0 27 Aug 2021
Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning Faisal Alamri Anjan Dutta ViT 24 23 0 30 Jul 2021
Conterfactual Generative Zero-Shot Semantic Segmentation Feihong Shen Jun Liu Ping Hu BDL 39 9 0 11 Jun 2021
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval Ushasi Chaudhuri Biplab Banerjee A. Bhattacharya Mihai Datcu 37 29 0 20 Apr 2021
Zero-Shot Instance Segmentation Ye Zheng Jiahong Wu Yongqiang Qin Faen Zhang Li Cui ISeg VLM 30 54 0 14 Apr 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan li Xuecheng Nie Congying Han DiffM 26 0 0 19 Mar 2021
On Implicit Attribute Localization for Generalized Zero-Shot Learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer VLM 21 10 0 08 Mar 2021
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification Cheng Xie Ting Zeng Hongxin Xiang Keqin Li Yun Yang Qing Liu GAN VLM 23 5 0 26 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 35 1 0 30 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 31 115 0 02 Jan 2021
Background Learnable Cascade for Zero-Shot Object Detection Ye Zheng Ruoran Huang Chuanqi Han Xi Huang Li Cui ObjD 21 48 0 09 Oct 2020
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature Bo Liu Qiulei Dong Zhanyi Hu VLM 32 24 0 29 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 26 54 0 30 Jul 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 21 2 0 23 Jul 2020
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R. Vyas Hemanth Venkateswara S. Panchanathan GAN 13 136 0 19 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 19 100 0 09 Jul 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 23 86 0 16 Jun 2020
Modeling Long-horizon Tasks as Sequential Interaction Landscapes Soren Pirk Karol Hausman Alexander Toshev Mohi Khansari 22 27 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 37 18 0 08 Jun 2020
Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks Davood Karimi Simon K. Warfield Ali Gholipour MedIm 22 19 0 30 May 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 29 53 0 29 Apr 2020
ZSTAD: Zero-Shot Temporal Activity Detection Lingling Zhang Xiaojun Chang Jun Liu Minnan Luo Sen Wang Zongyuan Ge Alexander G. Hauptmann 27 28 0 12 Mar 2020
AMP0: Species-Specific Prediction of Anti-microbial Peptides using Zero and Few Shot Learning Sadaf Gull F. Minhas 29 10 0 28 Oct 2019
Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 22 22 0 24 Oct 2019
Convolutional Prototype Learning for Zero-Shot Recognition Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng VLM 17 19 0 22 Oct 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 74 125 0 13 Sep 2019
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification Zhong Ji Xuejie Yu YunLong Yu Yanwei Pang Zhongfei Zhang VLM 27 2 0 26 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 24 174 0 16 Aug 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 26 55 0 27 Jul 2019