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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

Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization ICCV 2021
Pointwise Binary Classification with Pairwise Confidence Comparisons ICML 2021
Speech Enhancement with Weakly Labelled Data from AudioSet INTERSPEECH 2021
Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021
DenserNet: Weakly Supervised Visual Localization Using Multi-Scale Feature Aggregation AAAI 2021
Learning to Purify Noisy Labels via Meta Soft Label Corrector AAAI 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021
An Uncertainty-Aware Encoder for Aspect Detection EMNLP 2021
Exploring Decomposition for Table-based Fact Verification EMNLP 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021
Weakly supervised discourse segmentation for multiparty oral conversations EMNLP 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2021
Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency? CVPR 2021
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021
Composing Photos Like a Photographer CVPR 2021
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection CVPR 2021
Linguistic Structures As Weak Supervision for Visual Scene Graph Generation CVPR 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021
Leveraging Large-Scale Weakly Labeled Data for Semi-Supervised Mass Detection in Mammograms CVPR 2021
Dive Into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition CVPR 2021
Temporal Action Segmentation From Timestamp Supervision CVPR 2021
Read and Attend: Temporal Localisation in Sign Language Videos CVPR 2021