Weakly Supervised Learning

Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing CVPR 2017 Active Preference-Based Learning of Reward Functions RSS 2017 A Dataset for Multi-Target Stance Detection EACL 2017 Analogy-preserving functions: A way to extend Boolean samples IJCAI 2017 AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching CVPR 2017 A Network Framework for Noisy Label Aggregation in Social Media ACL 2017 Angle-based Multicategory Distance-weighted SVM JMLR 2017 A Preliminary Study of Prosodic Disambiguation by Chinese EFL Learners Interspeech 2017 A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction EMNLP 2017 A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors Interspeech 2017 Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data CVPR 2017 Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging Interspeech 2017 Automatically Labeled Data Generation for Large Scale Event Extraction ACL 2017 Automatic Labelling of Prosodic Prominence, Phrasing and Disfluencies in French Speech by Simulating the Perception of Naïve and Expert Listeners Interspeech 2017 ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017 Classification-Based Detection of Glottal Closure Instants from Speech Signals Interspeech 2017 CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning CVPR 2017 COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints IJCAI 2017 Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation CVPR 2017 Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising IJCNLP 2017 Coupling Distributed and Symbolic Execution for Natural Language Queries ICML 2017 Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora EACL 2017 Crowdsourcing Universal Part-of-Speech Tags for Code-Switching Interspeech 2017 Decoupling "when to update" from "how to update" NeurIPS 2017 Deep Multiple Instance Hashing for Object-based Image Retrieval IJCAI 2017