Learning a Deep Embedding Model for Zero-Shot Learning

15 November 2016

Li Zhang

Papers citing "Learning a Deep Embedding Model for Zero-Shot Learning"

50 / 292 papers shown

Title
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem Muhammad Gul Zain Ali Khan Yongqin Xian Muhammad Zeshan Afzal D. Stricker Luc Van Gool F. Tombari VLM 35 52 0 05 Dec 2022
On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla Leonid Karlinsky James Smith Yanjun Qi Vicente Ordonez 33 2 0 22 Nov 2022
Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders Priya Mani C. Domeniconi BDL SSL DRL 21 0 0 18 Nov 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 32 0 0 27 Oct 2022
Zero-shot point cloud segmentation by transferring geometric primitives Runnan Chen Xinge Zhu Nenglun Chen Wei Li Yuexin Ma Ruigang Yang Wenping Wang 3DPC 29 8 0 18 Oct 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 45 68 0 13 Oct 2022
REST: REtrieve & Self-Train for generative action recognition Adrian Bulat Enrique Sanchez Brais Martínez Georgios Tzimiropoulos VLM 29 4 0 29 Sep 2022
Prompt-guided Scene Generation for 3D Zero-Shot Learning Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 18 2 0 29 Sep 2022
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval Yufeng Shi Shujian Yu Duanquan Xu Xinge You 26 1 0 26 Sep 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 17 37 0 21 Sep 2022
Federated Zero-Shot Learning for Visual Recognition Zhi Chen Yadan Luo Sen Wang Jingjing Li Zi Huang FedML 24 3 0 05 Sep 2022
Flexible Job Classification with Zero-Shot Learning Thom Lake VLM 18 1 0 30 Aug 2022
Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni Houwen Peng Minghao Chen Songyang Zhang Gaofeng Meng Jianlong Fu Shiming Xiang Haibin Ling VLM CLIP ViT 40 313 0 04 Aug 2022
Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations Yu Du Miaojing Shi Fangyun Wei Guoqi Li VLM 43 15 0 08 Jul 2022
Disentangled Action Recognition with Knowledge Bases Zhekun Luo Shalini Ghosh Devin Guillory Keizo Kato Trevor Darrell Huijuan Xu 21 7 0 04 Jul 2022
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning Simone Martone Francesco Manigrasso Lamberti Fabrizio Lia Morra 34 3 0 26 Jun 2022
Disentangled Ontology Embedding for Zero-shot Learning Yuxia Geng Jiaoyan Chen Wen Zhang Yajing Xu Zhuo Chen Jeff Z. Pan Yufen Huang Zhiyu Li Hua-zeng Chen 26 23 0 08 Jun 2022
Recognition of Unseen Bird Species by Learning from Field Guides Andrés C. Rodríguez Stefano Dáronco Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 22 1 0 03 Jun 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes Alessio Mazzetto Cristina Menghini A. Yuan E. Upfal Stephen H. Bach VLM 20 1 0 25 May 2022
Introspective Deep Metric Learning for Image Retrieval Wenzhao Zheng Cheng-Hao Wang Jie Zhou Jiwen Lu VLM 33 0 0 09 May 2022
Generating Representative Samples for Few-Shot Classification Jingyi Xu Hieu M. Le VLM 21 61 0 05 May 2022
Cross-modal Representation Learning for Zero-shot Action Recognition Chung-Ching Lin Kevin Qinghong Lin Linjie Li Lijuan Wang Zicheng Liu ViT 16 29 0 03 May 2022
Deconstructed Generation-Based Zero-Shot Model Dubing Chen Yuming Shen Haofeng Zhang Philip Torr 35 7 0 24 Apr 2022
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity Tejan Karmali Abhinav Atrishi Sai Sree Harsha Susmit Agrawal Varun Jampani R. Venkatesh Babu SSL 28 5 0 06 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 31 37 0 04 Apr 2022
Unseen Classes at a Later Time? No Problem Hari Chandana Kuchibhotla Sumitra S Malagi Shivam Chandhok V. Balasubramanian CLL 24 10 0 30 Mar 2022
An Iterative Co-Training Transductive Framework for Zero Shot Learning Bo Liu Lihua Hu Qiulei Dong Zhanyi Hu VLM 19 14 0 30 Mar 2022
Reinforcement-based frugal learning for satellite image change detection Sebastien Deschamps H. Sahbi 30 1 0 22 Mar 2022
Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection H. Sahbi Sebastien Deschamps 33 0 0 22 Mar 2022
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector Bo Liu Qiulei Dong Zhanyi Hu 16 11 0 17 Mar 2022
Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis Yaogong Feng Xiaowen Huang Pengbo Yang Jian Yu Jitao Sang DiffM 24 29 0 10 Mar 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 30 157 0 07 Mar 2022
Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention Ziming Liu Song Guo Jingcai Guo Yuanyuan Xu Fushuo Huo 11 23 0 07 Mar 2022
WAD-CMSN: Wasserstein Distance based Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval Guanglong Xu Zhensheng Hu Jia Cai 19 2 0 11 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 24 23 0 27 Jan 2022
How Robust are Discriminatively Trained Zero-Shot Learning Models? M. K. Yucel R. G. Cinbis Pinar Duygulu 27 14 0 26 Jan 2022
HardBoost: Boosting Zero-Shot Learning with Hard Classes Bo Liu Lihua Hu Zhanyi Hu Qiulei Dong 18 2 0 14 Jan 2022
Semantics-driven Attentive Few-shot Learning over Clean and Noisy Samples Orhun Bugra Baran Ramazan Gokberk Cinbics 19 4 0 09 Jan 2022
Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning Yun Yvonna Li Zhe Liu Xiaojun Chang Julian McAuley L. Yao 17 10 0 06 Jan 2022
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 27 84 0 23 Dec 2021
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation Xiaojie Zhao Yuming Shen Shidong Wang Haofeng Zhang VLM 31 26 0 23 Dec 2021
Contrastive Object Detection Using Knowledge Graph Embeddings Christopher Lang Alexander Braun Abhinav Valada 18 8 0 21 Dec 2021
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
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 435 0 04 Dec 2021
Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning Zhe Liu Yun Yvonna Li L. Yao Julian McAuley Sam Dixon 21 11 0 01 Dec 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 17 194 0 19 Nov 2021
Explaining Face Presentation Attack Detection Using Natural Language H. Mirzaalian Mohamed E. Hussein L. Spinoulas Jonathan May Wael AbdAlmageed CVBM FAtt AAML 36 5 0 08 Nov 2021
An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning Yun Yvonna Li Zhe Liu L. Yao Xianzhi Wang Julian McAuley Xiaojun Chang 29 21 0 03 Nov 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
Human Attention in Fine-grained Classification Yao Rong Wenjia Xu Zeynep Akata Enkelejda Kasneci 43 35 0 02 Nov 2021