Weakly Supervised Learning

Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020 Interactive Multi-Label CNN Learning With Partial Labels CVPR 2020 Learning Saliency-Free Model with Generic Features for Weakly-Supervised Semantic Segmentation AAAI 2020 Learning to Segment Actions from Observation and Narration ACL 2020 Multi-Path Region Mining for Weakly Supervised 3D Semantic Segmentation on Point Clouds CVPR 2020 Noise-Aware Fully Webly Supervised Object Detection CVPR 2020 Object Instance Mining for Weakly Supervised Object Detection AAAI 2020 OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold CVPR 2020 Part-dependent Label Noise: Towards Instance-dependent Label Noise NeurIPS 2020 Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020 Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020 Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach AAAI 2020 Rethinking the Route Towards Weakly Supervised Object Localization CVPR 2020 Robust Data Programming with Precision-guided Labeling Functions AAAI 2020 Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance CVPR 2020 Single-Stage Semantic Segmentation From Image Labels CVPR 2020 SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection CVPR 2020 TaPas: Weakly Supervised Table Parsing via Pre-training ACL 2020 Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020 Teaching Machine Comprehension with Compositional Explanations EMNLP 2020 Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction AAAI 2020 UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection NeurIPS 2020 Weakly-Supervised Action Localization by Generative Attention Modeling CVPR 2020 Weakly Supervised Discriminative Feature Learning With State Information for Person Identification CVPR 2020 Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects CVPR 2020