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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning ICCV 2021
Abductive Learning with Ground Knowledge Base IJCAI 2021
Detection and Continual Learning of Novel Face Presentation Attacks ICCV 2021
A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images WACV 2021
Regulating Greed Over Time in Multi-Armed Bandits JMLR 2021
skweak: Weak Supervision Made Easy for NLP IJCNLP 2021
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise AAAI 2021
Towards Benchmarking the Utility of Explanations for Model Debugging NAACL 2021
DisUnknown: Distilling Unknown Factors for Disentanglement Learning ICCV 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection ACL 2021
Deep Active Learning for Joint Classification & Segmentation With Weak Annotator WACV 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization ICCV 2021
BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SEMEVAL 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021
Abusive Language on Social Media Through the Legal Looking Glass ACL 2021
UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth ACL 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks CVPR 2021
Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021
EvidentialMix: Learning With Combined Open-Set and Closed-Set Noisy Labels WACV 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021
List-Decodable Mean Estimation in Nearly-PCA Time NIPS 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation IJCAI 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection SEMEVAL 2021