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Weakly Supervised Learning

3,895 papers

Papers per year

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Papers

A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL 2020
Label Noise in Context ACL 2020
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020
Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020
Noise-Aware Fully Webly Supervised Object Detection CVPR 2020
An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP 2020
Coresets for Robust Training of Deep Neural Networks against Noisy Labels NIPS 2020
Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020
Label-Noise Robust Domain Adaptation ICML 2020
Weakly Supervised Subevent Knowledge Acquisition EMNLP 2020
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization CVPR 2020
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020
Set-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision CVPR 2020
Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization NIPS 2020
Robust Learning from Discriminative Feature Feedback AISTATS 2020
Weakly Supervised Visual Semantic Parsing CVPR 2020
SUPP.AI: finding evidence for supplement-drug interactions ACL 2020
Identifying Medication Abuse and Adverse Effects from Tweets: University of Michigan at #SMM4H 2020 COLING 2020
EEG-Based Short-Time Auditory Attention Detection Using Multi-Task Deep Learning INTERSPEECH 2020
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing COLING 2020
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media EMNLP 2020
Partial Label Learning with Batch Label Correction AAAI 2020