Weakly Supervised Learning

Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR Interspeech 2025 Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025 Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion CVPR 2025 Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025 WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation CVPR 2025 Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025 WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels CVPR 2025 Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension NeurIPS 2024 CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective CVPR 2024 Class Tokens Infusion for Weakly Supervised Semantic Segmentation CVPR 2024 Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis AAAI 2024 Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation CVPR 2024 Data-Efficient Graph Learning AAAI 2024 dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans NeurIPS 2024 DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation CVPR 2024 Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment CVPR 2024 Extreme Point Supervised Instance Segmentation CVPR 2024 HR-Pro: Point-Supervised Temporal Action Localization via Hierarchical Reliability Propagation AAAI 2024 Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation CVPR 2024 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation CVPR 2024 Learning Subject-Aware Cropping by Outpainting Professional Photos AAAI 2024 Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels CVPR 2024 Learning with Structural Labels for Learning with Noisy Labels CVPR 2024 LEOD: Label-Efficient Object Detection for Event Cameras CVPR 2024