Weakly Supervised Learning

Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency CVPR 2021 Weakly Supervised Learning of Rigid 3D Scene Flow CVPR 2021 Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021 Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021 Weakly-supervised Temporal Action Localization by Uncertainty Modeling AAAI 2021 Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context AAAI 2021 Weakly Supervised Video Salient Object Detection CVPR 2021 Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021 WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos CVPR 2021 AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020 Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 EMNLP 2020 Boosting Semantic Human Matting With Coarse Annotations CVPR 2020 CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation AAAI 2020 Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020 Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020 DeepCap: Monocular Human Performance Capture Using Weak Supervision CVPR 2020 Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP 2020 Disentangling Human Error from Ground Truth in Segmentation of Medical Images NeurIPS 2020 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020 EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement AAAI 2020 Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract) AAAI 2020 Erasing Integrated Learning: A Simple Yet Effective Approach for Weakly Supervised Object Localization CVPR 2020 Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection CVPR 2020 Generative-Discriminative Complementary Learning AAAI 2020 HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation From a Single Depth Map CVPR 2020