Weakly Supervised Learning

PDiscoNet: Semantically consistent part discovery for fine-grained recognition ICCV 2023 People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts ACL 2023 Personality Understanding of Fictional Characters during Book Reading ACL 2023 PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023 PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization CVPR 2023 Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport ICCV 2023 Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023 Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023 Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective AAAI 2023 PourIt!: Weakly-Supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring ICCV 2023 Preference-based training framework for automatic speech quality assessment using deep neural network Interspeech 2023 Preference Learning Labels by Anchoring on Consecutive Annotations Interspeech 2023 Pre-Training for Robots: Offline RL Enables Learning New Tasks in a Handful of Trials RSS 2023 Probabilistic Invariant Learning with Randomized Linear Classifiers NeurIPS 2023 Progressive Bayesian Inference for Scribble-Supervised Semantic Segmentation AAAI 2023 Progressive Purification for Instance-Dependent Partial Label Learning ICML 2023 ProMix: Combating Label Noise via Maximizing Clean Sample Utility IJCAI 2023 Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization CVPR 2023 Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023 Proximal Causal Learning of Conditional Average Treatment Effects ICML 2023 Pseudo-Likelihood Inference NeurIPS 2023 PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference NeurIPS 2023 PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023 PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023 RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023