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Weakly Supervised Learning

3,905 papers

Papers per year

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Papers

Incorporating Label Dependencies in Multilabel Stance Detection IJCNLP 2019
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System IJCNLP 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis IJCNLP 2019
Weakly Supervised Syllable Segmentation by Vowel-Consonant Peak Classification INTERSPEECH 2019
Robust Bayesian and Light Neural Networks for Voice Spoofing Detection INTERSPEECH 2019
Investigating the Robustness of Sequence-to-Sequence Text-to-Speech Models to Imperfectly-Transcribed Training Data INTERSPEECH 2019
Deep Learning of Segment-Level Feature Representation with Multiple Instance Learning for Utterance-Level Speech Emotion Recognition INTERSPEECH 2019
Supervised Classifiers for Audio Impairments with Noisy Labels INTERSPEECH 2019
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation INTERSPEECH 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection INTERSPEECH 2019
Contextual Recovery of Out-of-Lattice Named Entities in Automatic Speech Recognition INTERSPEECH 2019
Two-Stage Training for Chinese Dialect Recognition INTERSPEECH 2019
Smooth neighborhood recommender systems JMLR 2019
spark-crowd: A Spark Package for Learning from Crowdsourced Big Data JMLR 2019
Decontamination of Mutual Contamination Models JMLR 2019
Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019
ORCA: A Matlab/Octave Toolbox for Ordinal Regression JMLR 2019
Learning from sparsely annotated data for semantic segmentation in histopathology images MIDL 2019
Iterative learning to make the most of unlabeled and quickly obtained labeled data in histology MIDL 2019
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps MIDL 2019
Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images MIDL 2019
Multiple Instance Learning for ECG Risk Stratification MLHC 2019
Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded Predictions MLHC 2019
Lightly-supervised Representation Learning with Global Interpretability NAACL 2019
Learning Multilingual Word Embeddings Using Image-Text Data NAACL 2019