Weakly Supervised Learning

Weakly-Supervised Speech-to-Text Mapping with Visually Connected Non-Parallel Speech-Text Data Using Cyclic Partially-Aligned Transformer Interspeech 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 Temporal Anomaly Segmentation With Dynamic Time Warping ICCV 2021 Weakly Supervised Text-Based Person Re-Identification ICCV 2021 Weakly-supervised Text Classification Based on Keyword Graph EMNLP 2021 Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning ICCV 2021 Weakly Supervised Video Salient Object Detection CVPR 2021 Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021 Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech Interspeech 2021 Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach ICCV 2021 What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts EMNLP 2021 Where to Look?: Mining Complementary Image Regions for Weakly Supervised Object Localization WACV 2021 Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation AAAI 2021 WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos CVPR 2021 X-Class: Text Classification with Extremely Weak Supervision NAACL 2021 A Bi-level Formulation for Label Noise Learning with Spectral Cluster Discovery IJCAI 2020 A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL 2020 ActionBytes: Learning From Trimmed Videos to Localize Actions CVPR 2020 Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks WACV 2020 Action Modifiers: Learning From Adverbs in Instructional Videos CVPR 2020 Active Imitation Learning with Noisy Guidance ACL 2020 AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020 Adaptation of Word-Level Benchmark Datasets for Relation-Level Metaphor Identification ACL 2020