Weakly Supervised Learning

Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR 2016 Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR 2016 Deep Structured Scene Parsing by Learning With Image Descriptions CVPR 2016 Defining Emotionally Salient Regions Using Qualitative Agreement Method Interspeech 2016 Dialog-based Language Learning NeurIPS 2016 Discriminative Structure Learning of Arithmetic Circuits AISTATS 2016 Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing JMLR 2016 Efficient Multi-Instance Learning for Activity Recognition from Time Series Data Using an Auto-Regressive Hidden Markov Model ICML 2016 Efficient Point Process Inference for Large-Scale Object Detection CVPR 2016 Estimating the class prior and posterior from noisy positives and unlabeled data NeurIPS 2016 Estimation from Indirect Supervision with Linear Moments ICML 2016 Exploit Bounding Box Annotations for Multi-Label Object Recognition CVPR 2016 Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision JMLR 2016 Extreme F-measure Maximization using Sparse Probability Estimates ICML 2016 Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016 Far-Field ASR Without Parallel Data Interspeech 2016 Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction CVPR 2016 Fine-Grained Image Classification by Exploring Bipartite-Graph Labels CVPR 2016 Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NeurIPS 2016 Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization MLHC 2016 Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation JMLR 2016 Is Deception Emotional? An Emotion-Driven Predictive Approach Interspeech 2016 Jointly Learning to Locate and Classify Words Using Convolutional Networks Interspeech 2016 Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning JMLR 2016 Learning Deep Features for Discriminative Localization CVPR 2016