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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Optimistic Rates for Learning from Label Proportions COLT 2024
MEGAnno+: A Human-LLM Collaborative Annotation System EACL 2024
Soft Curriculum for Learning Conditional GANs With Noisy-Labeled and Uncurated Unlabeled Data WACV 2024
Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification WACV 2024
Learning Quality Labels for Robust Image Classification WACV 2024
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning NIPS 2024
Are You Serious? Handling Disagreement When Annotating Conspiracy Theory Texts EACL 2024
When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation With Weak-and-Noisy Supervision WACV 2024
Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024
Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024
SSN-Nova@LT-EDI 2024: POS Tagging, Boosting Techniques and Voting Classifiers for Caste And Migration Hate Speech Detection EACL 2024
Improving Subgroup Robustness via Data Selection NIPS 2024
Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations EACL 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation CVPR 2024
Of Models and Men: Probing Neural Networks for Agreement Attraction with Psycholinguistic Data CONLL 2024
Leveraging Approximate Pattern Matching with BERT for Event Detection EACL 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
Exploring Soft-Label Training for Implicit Discourse Relation Recognition EACL 2024
High-Fidelity Pseudo-Labels for Boosting Weakly-Supervised Segmentation WACV 2024
What Makes Partial-Label Learning Algorithms Effective? NIPS 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation IJCAI 2024
Annotation Scheme for English Argument Structure Constructions Treebank EACL 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024
CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024