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weakly supervised learning

1323 papers

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Also known as

WSL

Co-occurring keywords

semantic segmentation (3179) object detection (2759) weakly-supervised learning (245) convolutional neural network (4216) multiple instance learning (218) video understanding (1647) text classification (6776) weak supervision (288) contrastive learning (3979) transfer learning (5442)

Papers

Complementary-Label Learning for Arbitrary Losses and Models ICML 2019
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation CVPR 2019
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation CVPR 2019
Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach IJCAI 2019
Action Recognition From Single Timestamp Supervision in Untrimmed Videos CVPR 2019
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval EMNLP 2019
Learning from Label Proportions with Generative Adversarial Networks NIPS 2019
Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health EMNLP 2019
A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction ACL 2019
Learning to Relate from Captions and Bounding Boxes ACL 2019
This Looks Like That: Deep Learning for Interpretable Image Recognition NIPS 2019
Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior NIPS 2019
Neural Diffusion Distance for Image Segmentation NIPS 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL 2019
Learning Segmentation Masks with the Independence Prior AAAI 2019
Weakly Supervised Energy-Based Learning for Action Segmentation ICCV 2019
Integral Object Mining via Online Attention Accumulation ICCV 2019
Watch, Listen and Tell: Multi-Modal Weakly Supervised Dense Event Captioning ICCV 2019
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ICCV 2019
Human-Like Delicate Region Erasing Strategy for Weakly Supervised Detection AAAI 2019
Learning to Localize Objects with Noisy Labeled Instances AAAI 2019
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection ICCV 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data IJCNLP 2019
Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images MIDL 2019
Predicting the Visual Focus of Attention in Multi-Person Discussion Videos IJCAI 2019