Zero-Shot Learning -- The Good, the Bad and the Ugly

13 March 2017

Bernt Schiele

Papers citing "Zero-Shot Learning -- The Good, the Bad and the Ugly"

22 / 22 papers shown

Title
Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review Pablo Moriano Steven C. Hespeler Mingyan Li Maria Mahbub AAML 92 1 0 21 Nov 2024
Tree of Attributes Prompt Learning for Vision-Language Models Tong Ding Wanhua Li Zhongqi Miao Hanspeter Pfister VLM 83 1 0 15 Oct 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 65 0 0 31 Aug 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 77 6 0 16 Jun 2024
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey Aske Plaat W. Kosters Mike Preuss BDL OffRL 54 17 0 11 Aug 2020
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 50 213 0 27 Jul 2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Wei-Lun Chao Soravit Changpinyo Boqing Gong Fei Sha 49 563 0 13 May 2016
Semi-supervised Vocabulary-informed Learning Yanwei Fu Leonid Sigal VLM 36 132 0 24 Apr 2016
Less is more: zero-shot learning from online textual documents with noise suppression Ruizhi Qiao Lingqiao Liu Chunhua Shen Anton Van Den Hengel 45 183 0 05 Apr 2016
Latent Embeddings for Zero-shot Classification Yongqin Xian Zeynep Akata Gaurav Sharma Quynh N. Nguyen Matthias Hein Bernt Schiele BDL 46 717 0 29 Mar 2016
Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata Mateusz Malinowski Mario Fritz Bernt Schiele 66 148 0 29 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 96 735 0 02 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Towards Open Set Deep Networks Abhijit Bendale Terrance Boult BDL EDL 87 1,412 0 19 Nov 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 43 615 0 15 Sep 2015
Label-Embedding for Image Classification Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid VLM 55 777 0 30 Mar 2015
Learning Hypergraph-regularized Attribute Predictors Sheng Huang Mohamed Elhoseiny Ahmed Elgammal Dan Yang TPM 55 119 0 19 Mar 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 67 1,018 0 30 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 297 43,511 0 17 Sep 2014
Zero-Shot Learning by Convex Combination of Semantic Embeddings Mohammad Norouzi Tomas Mikolov Samy Bengio Y. Singer Jonathon Shlens Andrea Frome G. Corrado J. Dean VLM 51 936 0 19 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 289 33,445 0 16 Oct 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 103 1,467 0 16 Jan 2013