Weakly Supervised Learning

MoPro: Webly Supervised Learning with Momentum Prototypes ICLR 2021 Multiclass Boosting and the Cost of Weak Learning NeurIPS 2021 Multi-Dimensional Classification via Sparse Label Encoding ICML 2021 Multi-Dimensional Explanation of Target Variables from Documents AAAI 2021 Multi-Label Learning From Single Positive Labels CVPR 2021 Multi-Label Learning with Pairwise Relevance Ordering NeurIPS 2021 Multi-level Generative Models for Partial Label Learning with Non-random Label Noise IJCAI 2021 Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images ICCV 2021 Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task EACL 2021 Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021 Neural Architecture Search With Random Labels CVPR 2021 Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021 Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation CVPR 2021 NGC: A Unified Framework for Learning With Open-World Noisy Data ICCV 2021 Noisy Concurrent Training for Efficient Learning Under Label Noise WACV 2021 Noisy-Labeled NER with Confidence Estimation NAACL 2021 Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels with Variational Auto-Encoder IJCAI 2021 Non-Parallel Any-to-Many Voice Conversion by Replacing Speaker Statistics Interspeech 2021 Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation CVPR 2021 Normalization Matters in Weakly Supervised Object Localization ICCV 2021 Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning NeurIPS 2021 Offline Contextual Bandits with Overparameterized Models ICML 2021 Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021 Omni-Supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning CVPR 2021 One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation CVPR 2021