Weakly Supervised Learning

Label-efficient Segmentation via Affinity Propagation NeurIPS 2023 Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization CVPR 2023 LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding CVPR 2023 Long-Tailed Partial Label Learning via Dynamic Rebalancing ICLR 2023 Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023 Losses over Labels: Weakly Supervised Learning via Direct Loss Construction AAAI 2023 LWSIS: LiDAR-Guided Weakly Supervised Instance Segmentation for Autonomous Driving AAAI 2023 Mask-Guided Matting in the Wild CVPR 2023 NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023 Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023 Overcoming the Trade-Off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction CVPR 2023 Partial-Label Regression AAAI 2023 Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023 Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization CVPR 2023 RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories CVPR 2023 RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR 2023 Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition CVPR 2023 Robust Model-Based Face Reconstruction Through Weakly-Supervised Outlier Segmentation CVPR 2023 Sampling Better Negatives for Distantly Supervised Named Entity Recognition ACL 2023 Semantic-Aware Superpixel for Weakly Supervised Semantic Segmentation AAAI 2023 SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation CVPR 2023 Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023 Temporal RPN Learning for Weakly-Supervised Temporal Action Localization ACML 2023 Token Contrast for Weakly-Supervised Semantic Segmentation CVPR 2023 Vision Transformers Are Good Mask Auto-Labelers CVPR 2023