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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024
The Greek podcast corpus: Competitive speech models for low-resourced languages with weakly supervised data INTERSPEECH 2024
FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024
Exploiting Conjugate Label Information for Multi-Instance Partial-Label Learning IJCAI 2024
I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024
Weakly-Supervised Deepfake Localization in Diffusion-Generated Images WACV 2024
Estimating Conditional Average Treatment Effects via Sufficient Representation Learning IJCAI 2024
When No-Rejection Learning is Consistent for Regression with Rejection AISTATS 2024
WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives IJCAI 2024
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise AAAI 2024
Soft Curriculum for Learning Conditional GANs With Noisy-Labeled and Uncurated Unlabeled Data WACV 2024
Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024
No Regularization Is Needed: Efficient and Effective Incomplete Label Distribution Learning IJCAI 2024
Class Tokens Infusion for Weakly Supervised Semantic Segmentation CVPR 2024
Amodal Intra-Class Instance Segmentation: Synthetic Datasets and Benchmark WACV 2024
Predicting Label Distribution from Ternary Labels NIPS 2024
Coupled Confusion Correction: Learning from Crowds with Sparse Annotations AAAI 2024
Real-Time Weakly Supervised Video Anomaly Detection WACV 2024
Diversity-Aware Annotation for Conversational AI Safety COLING 2024
MEGAnno+: A Human-LLM Collaborative Annotation System EACL 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024
Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues EACL 2024
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection EACL 2024