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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Attention-Based Dropout Layer for Weakly Supervised Object Localization CVPR 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision ACL 2019
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation ICCV 2019
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation ICCV 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation ICCV 2019
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering NAACL 2019
Exploiting geometric structure in mixture proportion estimation with generalised Blanchard-Lee-Scott estimators ALT 2019
Attribute-efficient learning of monomials over highly-correlated variables ALT 2019
NLNL: Negative Learning for Noisy Labels ICCV 2019
Generative Adversarial Training for Weakly Supervised Cloud Matting ICCV 2019
Dynamic Context Correspondence Network for Semantic Alignment ICCV 2019
Detecting the Unexpected via Image Resynthesis ICCV 2019
Generating Diverse and Descriptive Image Captions Using Visual Paraphrases ICCV 2019
Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization ICCV 2019
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection ICCV 2019
Learning Spatial Awareness to Improve Crowd Counting ICCV 2019
A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision ICCV 2019
Learning From Noisy Labels by Regularized Estimation of Annotator Confusion CVPR 2019
Iterative Search for Weakly Supervised Semantic Parsing NAACL 2019
Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention NAACL 2019
DANet: Divergent Activation for Weakly Supervised Object Localization ICCV 2019
Selective Sparse Sampling for Fine-Grained Image Recognition ICCV 2019
Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation ICCV 2019
Joint Learning of Semantic Alignment and Object Landmark Detection ICCV 2019
WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object Detection ICCV 2019