Weakly Supervised Learning

Not All Relations Are Equal: Mining Informative Labels for Scene Graph Generation CVPR 2022 N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations ICML 2022 Object Localization Under Single Coarse Point Supervision CVPR 2022 Offensive Content Detection via Synthetic Code-Switched Text COLING 2022 Offline Reinforcement Learning with Realizability and Single-policy Concentrability COLT 2022 Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances EMNLP 2022 OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NeurIPS 2022 Omni-DETR: Omni-Supervised Object Detection With Transformers CVPR 2022 On Combining Bags to Better Learn from Label Proportions AISTATS 2022 One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement NeurIPS 2022 On Learning Contrastive Representations for Learning With Noisy Labels CVPR 2022 Online Agnostic Multiclass Boosting NeurIPS 2022 Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022 On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations NAACL 2022 On the Limitations of Multimodal VAEs ICLR 2022 On the Robustness to Misspecification of α-posteriors and Their Variational Approximations JMLR 2022 On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022 OpenTAL: Towards Open Set Temporal Action Localization CVPR 2022 Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling CVPR 2022 Open World Classification with Adaptive Negative Samples EMNLP 2022 Opinion Summarization by Weak-Supervision from Mix-structured Data EMNLP 2022 ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning Interspeech 2022 Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications COLING 2022 P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision CVPR 2022