Feature Learning

Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019 Deep Embedding Features for Salient Object Detection AAAI 2019 Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification EMNLP 2019 Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering CVPR 2019 Efficient Multitask Feature and Relationship Learning UAI 2019 Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data AAAI 2019 Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition EMNLP 2019 Exploiting the Entity Type Sequence to Benefit Event Detection CoNLL 2019 Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition Interspeech 2019 Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019 FEARS: a Feature and Representation Selection approach for Time Series Classification ACML 2019 Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening ACML 2019 Gradient Information for Representation and Modeling NeurIPS 2019 Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019 Joint Representative Selection and Feature Learning: A Semi-Supervised Approach CVPR 2019 Knowledge Discovery and Hypothesis Generation from Online Patient Forums: A Research Proposal ACL 2019 Learning (from) Deep Hierarchical Structure among Features AAAI 2019 Learning metrics for persistence-based summaries and applications for graph classification NeurIPS 2019 Lexicon Guided Attentive Neural Network Model for Argument Mining ACL 2019 Mining Entity Synonyms with Efficient Neural Set Generation AAAI 2019 MonoForest framework for tree ensemble analysis NeurIPS 2019 Multi-Label Learning with Regularization Enriched Label-Specific Features ACML 2019 NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction CVPR 2019 Neural Diffusion Distance for Image Segmentation NeurIPS 2019 NNE: A Dataset for Nested Named Entity Recognition in English Newswire ACL 2019