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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation CVPR 2023
DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023
Weak-Shot Object Detection Through Mutual Knowledge Transfer CVPR 2023
Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023
Weakly Supervised Monocular 3D Object Detection Using Multi-View Projection and Direction Consistency CVPR 2023
Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects CVPR 2023
Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training CVPR 2023
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning CVPR 2023
Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns CVPR 2023
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels CVPR 2023
Distilling Vision-Language Pre-Training To Collaborate With Weakly-Supervised Temporal Action Localization CVPR 2023
CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation CVPR 2023
Semi-Weakly Supervised Object Kinematic Motion Prediction CVPR 2023
Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos CVPR 2023
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction ACL 2023
StFX-NLP at SemEval-2023 Task 4: Unsupervised and Supervised Approaches to Detecting Human Values in Arguments ACL 2023
Towards Identifying Fine-Grained Depression Symptoms from Memes ACL 2023
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery ACL 2023
Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution ACL 2023
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023
Noise-Robust Training with Dynamic Loss and Contrastive Learning for Distantly-Supervised Named Entity Recognition ACL 2023
Automatic Annotation of Direct Speech in Written French Narratives ACL 2023
Rethinking Annotation: Can Language Learners Contribute? ACL 2023
Improving Continual Relation Extraction by Distinguishing Analogous Semantics ACL 2023
Learning with Partial Annotations for Event Detection ACL 2023