Weakly Supervised Learning

Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation CVPR 2024 Mining and Unifying Heterogeneous Contrastive Relations for Weakly-Supervised Actor-Action Segmentation WACV 2024 MISA: MIning Saliency-Aware Semantic Prior for Box Supervised Instance Segmentation IJCAI 2024 Mitigating Label Bias in Machine Learning: Fairness through Confident Learning AAAI 2024 Mitigating Label Noise through Data Ambiguation AAAI 2024 MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection ICLR 2024 Mode Estimation with Partial Feedback COLT 2024 Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning ACL 2024 Molecular Data Programming: Towards Molecule Pseudo-labeling with Systematic Weak Supervision CVPR 2024 Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024 MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation AAAI 2024 Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning IJCAI 2024 Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024 Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search IJCAI 2024 Multi-Instance Partial-Label Learning with Margin Adjustment NeurIPS 2024 Multi-Modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation AAAI 2024 MultiOrg: A Multi-rater Organoid-detection Dataset NeurIPS 2024 Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024 MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024 Navigating Real-World Partial Label Learning: Unveiling Fine-Grained Images with Attributes AAAI 2024 Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024 Nearest Neighbor Sampling for Covariate Shift Adaptation JMLR 2024 Negative Pre-aware for Noisy Cross-Modal Matching AAAI 2024 Neural Blind Source Separation and Diarization for Distant Speech Recognition Interspeech 2024 Noise-Aware Image Captioning with Progressively Exploring Mismatched Words AAAI 2024