Learning from Multiple Noisy Partial Labelers

8 June 2021

Papers citing "Learning from Multiple Noisy Partial Labelers"

47 / 47 papers shown

Title
Self-Training with Weak Supervision Giannis Karamanolakis Subhabrata Mukherjee Guoqing Zheng Ahmed Hassan Awadallah NoLa 41 86 0 12 Apr 2021
A Review of Generalized Zero-Shot Learning Methods Farhad Pourpanah Moloud Abdar Yuxuan Luo Xinlei Zhou Ran Wang C. P. Lim Xizhao Wang Q. M. Jonathan Wu VLM 41 348 0 17 Nov 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 55 75 0 24 Sep 2020
Ontology-driven weak supervision for clinical entity classification in electronic health records Jason Alan Fries E. Steinberg S. Khattar Scott L. Fleming J. Posada A. Callahan N. Shah 43 72 0 05 Aug 2020
Provably Consistent Partial-Label Learning Lei Feng Jiaqi Lv Bo Han Miao Xu Gang Niu Xin Geng Bo An Masashi Sugiyama 54 144 0 17 Jul 2020
Learning from Rules Generalizing Labeled Exemplars Abhijeet Awasthi Sabyasachi Ghosh Rasna Goyal Sunita Sarawagi 48 86 0 13 Apr 2020
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Sanath Narayan Akshita Gupta Fahad Shahbaz Khan Cees G. M. Snoek Ling Shao VLM 30 222 0 17 Mar 2020
Structured Prediction with Partial Labelling through the Infimum Loss Vivien A. Cabannes Alessandro Rudi Francis R. Bach 74 40 0 02 Mar 2020
Learning with Multiple Complementary Labels Lei Feng Takuo Kaneko Bo Han Gang Niu Bo An Masashi Sugiyama 55 97 0 30 Dec 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 173 4,395 0 07 Nov 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 501 4,308 0 23 Aug 2019
Scene Graph Prediction with Limited Labels V. Chen P. Varma Ranjay Krishna Michael S. Bernstein Christopher Ré Li Fei-Fei 45 86 0 25 Apr 2019
Structural Scaffolds for Citation Intent Classification in Scientific Publications Arman Cohan Bridger Waleed Ammar Madeleine van Zuylen Field Cady 48 251 0 02 Apr 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 85 487 0 25 Mar 2019
Learning Dependency Structures for Weak Supervision Models P. Varma Frederic Sala A. He Alexander Ratner Christopher Ré NoLa 72 67 0 14 Mar 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 41 228 0 26 Feb 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Bo Liu Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 81 85 0 06 Jan 2019
Bootstrapping Conversational Agents With Weak Supervision Neil Rohit Mallinar Abhishek Shah Rajendra Ugrani Ayush Gupta Manikandan Gurusankar ... Yunfeng Zhang Rachel K. E. Bellamy Robert Yates C. Desmarais Blake McGregor 36 20 0 14 Dec 2018
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale Stephen H. Bach Daniel Rodríguez Yintao Liu Chong Luo Haidong Shao ... Braden Hancock H. Alborzi Rahul Kuchhal Christopher Ré Rob Malkin 53 146 0 02 Dec 2018
Aequitas: A Bias and Fairness Audit Toolkit Pedro Saleiro Benedict Kuester Loren Hinkson J. London Abby Stevens Ari Anisfeld Kit T. Rodolfa Rayid Ghani 89 320 0 14 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Training Complex Models with Multi-Task Weak Supervision Alexander Ratner Braden Hancock Jared A. Dunnmon Frederic Sala Shreyash Pandey Christopher Ré 41 209 0 05 Oct 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 46 354 0 01 Aug 2018
A Large-scale Attribute Dataset for Zero-shot Learning Bo Zhao Yanwei Fu Rui Liang Jiahong Wu Yonggang Wang Yizhou Wang 38 48 0 12 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning Mingli Song Chengchao Shen Yezhou Yang Yang Liu Xiuming Zhang 57 198 0 30 Mar 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 59 1,280 0 20 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 139 11,520 0 15 Feb 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 57 452 0 11 Dec 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 69 1,021 0 28 Nov 2017
Generating Visual Representations for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 58 152 0 23 Aug 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 132 1,554 0 03 Jul 2017
Learning from Complementary Labels Takashi Ishida Gang Niu Weihua Hu Masashi Sugiyama 41 163 0 22 May 2017
Learning the Structure of Generative Models without Labeled Data Stephen H. Bach Bryan D. He Alexander Ratner Christopher Ré 47 166 0 02 Mar 2017
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 136 713 0 25 May 2016
Latent Embeddings for Zero-shot Classification Yongqin Xian Zeynep Akata Gaurav Sharma Quynh N. Nguyen Matthias Hein Bernt Schiele BDL 61 717 0 29 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 101 735 0 02 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Optimal Binary Classifier Aggregation for General Losses Akshay Balsubramani Y. Freund 24 11 0 01 Oct 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 215 6,077 0 04 Sep 2015
Optimally Combining Classifiers Using Unlabeled Data Akshay Balsubramani Y. Freund 41 43 0 05 Mar 2015
Zero Shot Recognition with Unreliable Attributes Dinesh Jayaraman Kristen Grauman VLM 39 294 0 15 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.2K 39,383 0 01 Sep 2014
Parameter identifiability of discrete Bayesian networks with hidden variables E. Allman J. Rhodes E. Stanghellini Marco Valtorta 137 13 0 02 Jun 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 54 936 0 19 Dec 2013
Minimax Optimal Convergence Rates for Estimating Ground Truth from Crowdsourced Labels Chao Gao Dengyong Zhou 61 71 0 22 Oct 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 114 1,467 0 16 Jan 2013
Identifiability of parameters in latent structure models with many observed variables E. Allman C. Matias J. Rhodes CML 137 532 0 29 Sep 2008