Weakly Supervised Learning

Fair Representation Learning with Unreliable Labels AISTATS 2023 FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms AAAI 2023 Fast Contextual Scene Graph Generation With Unbiased Context Augmentation CVPR 2023 Fast Offline Policy Optimization for Large Scale Recommendation AAAI 2023 Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer NeurIPS 2023 Few-Shot Geometry-Aware Keypoint Localization CVPR 2023 fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023 Focused and Collaborative Feedback Integration for Interactive Image Segmentation CVPR 2023 Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation CVPR 2023 FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation ICCV 2023 Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition AAAI 2023 FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning ICML 2023 From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification EMNLP 2023 Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns CVPR 2023 GaIA: Graphical Information Gain Based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation WACV 2023 GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers ICCV 2023 “Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity ACL 2023 Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems NeurIPS 2023 Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023 Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023 Generative Modeling Helps Weak Supervision (and Vice Versa) ICLR 2023 Generative Prompt Model for Weakly Supervised Object Localization ICCV 2023 GenKIE: Robust Generative Multimodal Document Key Information Extraction EMNLP 2023 Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection ICCV 2023 GradPU: Positive-Unlabeled Learning via Gradient Penalty and Positive Upweighting AAAI 2023