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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

MISA: MIning Saliency-Aware Semantic Prior for Box Supervised Instance Segmentation IJCAI 2024
Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024
Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues EACL 2024
MEGAnno+: A Human-LLM Collaborative Annotation System EACL 2024
Towards Context-Based Violence Detection: A Korean Crime Dialogue Dataset EACL 2024
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024
Mode Estimation with Partial Feedback COLT 2024
Of Models and Men: Probing Neural Networks for Agreement Attraction with Psycholinguistic Data CONLL 2024
Optimistic Rates for Learning from Label Proportions COLT 2024
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection EACL 2024
Detecting and Measuring Confounding Using Causal Mechanism Shifts NIPS 2024
Taming the Long Tail in Human Mobility Prediction NIPS 2024
Towards Unbiased Exploration in Partial Label Learning JMLR 2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NIPS 2024
Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes NIPS 2024
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NIPS 2024
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NIPS 2024
UMB: Understanding Model Behavior for Open-World Object Detection NIPS 2024
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NIPS 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NIPS 2024
Realigning Confidence with Temporal Saliency Information for Point-Level Weakly-Supervised Temporal Action Localization CVPR 2024
Learning from Noisy Labels via Conditional Distributionally Robust Optimization NIPS 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NIPS 2024