Weakly Supervised Learning

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels CVPR 2023 Leveraging sparse and shared feature activations for disentangled representation learning NeurIPS 2023 LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image ICCV 2023 LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding CVPR 2023 LogicDP: Creating Labels for Graph Data via Inductive Logic Programming ICLR 2023 Lon-eå at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction SemEval 2023 Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023 Losses over Labels: Weakly Supervised Learning via Direct Loss Construction AAAI 2023 LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language EMNLP 2023 Low-Resource Personal Attribute Prediction from Conversations AAAI 2023 Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023 LWSIS: LiDAR-Guided Weakly Supervised Instance Segmentation for Autonomous Driving AAAI 2023 MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations ICML 2023 Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets EMNLP 2023 Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection With Single Point Supervision CVPR 2023 MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation ICCV 2023 Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NeurIPS 2023 Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations CVPR 2023 Mask-Free Video Instance Segmentation CVPR 2023 MAUPQA: Massive Automatically-created Polish Question Answering Dataset EACL 2023 Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality AISTATS 2023 MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities EMNLP 2023 Meta Self-Refinement for Robust Learning with Weak Supervision EACL 2023 Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023 MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection AAAI 2023