← Learning Types
Deep Learning › Learning Types ›

Weakly Supervised Learning

385 directly classified papers

Papers per year

Papers

Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023
Robust Model-Based Face Reconstruction Through Weakly-Supervised Outlier Segmentation CVPR 2023
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023
Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation CVPR 2023
Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023
Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023
Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023
SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation CVPR 2023
Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception CVPR 2023
Vision Transformers Are Good Mask Auto-Labelers CVPR 2023
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding CVPR 2023
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023
DPF: Learning Dense Prediction Fields With Weak Supervision CVPR 2023
Mask-Guided Matting in the Wild CVPR 2023
Weakly Supervised Monocular 3D Object Detection Using Multi-View Projection and Direction Consistency CVPR 2023
Weakly-Supervised Single-View Image Relighting CVPR 2023
Interventional Bag Multi-Instance Learning on Whole-Slide Pathological Images CVPR 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
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction AAAI 2023
Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023
Partial-Label Regression AAAI 2023
Weakly Supervised Class-Agnostic Motion Prediction for Autonomous Driving CVPR 2023
Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition AAAI 2023
Coarse2Fine: Local Consistency Aware Re-prediction for Weakly Supervised Object Localization AAAI 2023