Weakly Supervised Learning

MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels IJCAI 2023 MIND at SemEval-2023 Task 11: From Uncertain Predictions to Subjective Disagreement SemEval 2023 Mitigating Dataset Bias by Using Per-Sample Gradient ICLR 2023 Mitigating Source Bias for Fairer Weak Supervision NeurIPS 2023 Mitigating the Effect of Incidental Correlations on Part-based Learning NeurIPS 2023 MixBag: Bag-Level Data Augmentation for Learning from Label Proportions ICCV 2023 MMEL: A Joint Learning Framework for Multi-Mention Entity Linking UAI 2023 MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples AAAI 2023 Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Interspeech 2023 Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser NeurIPS 2023 Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection ICCV 2023 MovieCLIP: Visual Scene Recognition in Movies WACV 2023 MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023 MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation Interspeech 2023 Multi-Agent Intention Recognition and Progression IJCAI 2023 Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023 Multiple Instance Learning for Inference of Child Attachment From Paralinguistic Aspects of Speech Interspeech 2023 Multi-View Tracking Using Weakly Supervised Human Motion Prediction WACV 2023 Mutual Partial Label Learning with Competitive Label Noise ICLR 2023 Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts ICCV 2023 Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching CVPR 2023 Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey EACL 2023 Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NeurIPS 2023 NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging CVPR 2023 Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023