Weakly Supervised Learning

Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization CVPR 2022 Exploring Visual Context for Weakly Supervised Person Search AAAI 2022 Exposing the Limits of Video-Text Models through Contrast Sets NAACL 2022 ExtEnD: Extractive Entity Disambiguation ACL 2022 Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations NAACL 2022 Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ACL 2022 FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification EMNLP 2022 FedCorr: Multi-Stage Federated Learning for Label Noise Correction CVPR 2022 Few Clean Instances Help Denoising Distant Supervision COLING 2022 Few-Shot Learning With Noisy Labels CVPR 2022 Few-Shot Preference Learning for Human-in-the-Loop RL CoRL 2022 Few-Shot Weakly-Supervised Object Detection via Directional Statistics WACV 2022 Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022 Finding Sub-task Structure with Natural Language Instruction ACL 2022 Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images IJCAI 2022 Firebolt: Weak Supervision Under Weaker Assumptions AISTATS 2022 Foolish Crowds Support Benign Overfitting JMLR 2022 From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model ICML 2022 From Polarity to Intensity: Mining Morality from Semantic Space COLING 2022 From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains ACL 2022 Fusion Label Enhancement for Multi-Label Learning IJCAI 2022 GALAXY: Graph-based Active Learning at the Extreme ICML 2022 GAPX: Generalized Autoregressive Paraphrase-Identification X NeurIPS 2022 GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation AAAI 2022