Weakly Supervised Learning

Coupled Confusion Correction: Learning from Crowds with Sparse Annotations AAAI 2024 CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024 Create! Don’t Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation NAACL 2024 CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning CVPR 2024 Cross-Talk Reduction IJCAI 2024 Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation CVPR 2024 Cycle-Consistency Learning for Captioning and Grounding AAAI 2024 Daisy at WASSA 2024 Empathy and Personality Shared Task: A Quick Exploration on Emotional Pattern of Empathy and Distress ACL 2024 Data-Efficient Graph Learning AAAI 2024 Dealing with Controversy: An Emotion and Coping Strategy Corpus Based on Role Playing EMNLP 2024 Dealing with Data Scarcity in Spoken Question Answering COLING 2024 Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NeurIPS 2024 Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit ACL 2024 Deep Learning in Medical Image Registration: Magic or Mirage? NeurIPS 2024 Denoising Table-Text Retrieval for Open-Domain Question Answering COLING 2024 Detecting and Measuring Confounding Using Causal Mechanism Shifts NeurIPS 2024 Detecting Hate Speech in Amharic Using Multimodal Analysis of Social Media Memes COLING 2024 Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024 DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation ECCV 2024 Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024 Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning ICLR 2024 Dirichlet-Based Prediction Calibration for Learning with Noisy Labels AAAI 2024 Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness ACL 2024 Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024 Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation NeurIPS 2024