Weakly Supervised Learning

Selective Regression under Fairness Criteria ICML 2022 Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022 Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation CVPR 2022 Self-Supervised Learning with Attention-based Latent Signal Augmentation for Sleep Staging with Limited Labeled Data IJCAI 2022 Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022 Self-Training with Differentiable Teacher NAACL 2022 SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts SemEval 2022 Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos CVPR 2022 SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022 Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency CVPR 2022 Shoring up the foundations: fusing model embeddings and weak supervision UAI 2022 SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation CVPR 2022 SINAI@SMM4H’22: Transformers for biomedical social media text mining in Spanish COLING 2022 SIOD: Single Instance Annotated per Category per Image for Object Detection CVPR 2022 Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification ICML 2022 SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content EMNLP 2022 SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19 COLING 2022 SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning NeurIPS 2022 Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings CVPR 2022 Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction Interspeech 2022 Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis EMNLP 2022 Speech Intelligibility Prediction for Hearing-Impaired Listeners with the LEAP Model Interspeech 2022 SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale EMNLP 2022 SS3D: Sparsely-Supervised 3D Object Detection From Point Cloud CVPR 2022 Star Temporal Classification: Sequence Modeling with Partially Labeled Data NeurIPS 2022