Weakly Supervised Learning

Learning From Noisy Singly-labeled Data ICLR 2018 Learning From Noisy Web Data With Category-Level Supervision CVPR 2018 Learning from the experts: From expert systems to machine-learned diagnosis models MLHC 2018 Learning Interpretable Control Dimensions for Speech Synthesis by Using External Data Interspeech 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 Learning Named Entity Tagger using Domain-Specific Dictionary EMNLP 2018 Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR 2018 Learning Task Specifications from Demonstrations NeurIPS 2018 Learning to Learn Semantic Parsers from Natural Language Supervision EMNLP 2018 Learning to Recognize Transient Sound Events using Attentional Supervision IJCAI 2018 Learning to Segment Every Thing CVPR 2018 Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018 Leveraging Latent Label Distributions for Partial Label Learning IJCAI 2018 Lightly Supervised vs. Semi-supervised Training of Acoustic Model on Luxembourgish for Low-resource Automatic Speech Recognition Interspeech 2018 Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences NAACL 2018 Masking: A New Perspective of Noisy Supervision NeurIPS 2018 MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels ICML 2018 Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR 2018 Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018 Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning CVPR 2018 Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences COLING 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 Multi-Lingual Depression-Level Assessment from Conversational Speech Using Acoustic and Text Features Interspeech 2018 Multimodal Generative Models for Scalable Weakly-Supervised Learning NeurIPS 2018 Multimodal Visual Concept Learning With Weakly Supervised Techniques CVPR 2018