Representation Learning

Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017 Actor-Action Semantic Segmentation With Grouping Process Models CVPR 2016 A Distribution-based Model to Learn Bilingual Word Embeddings COLING 2016 A Key Volume Mining Deep Framework for Action Recognition CVPR 2016 Articulatory Feature Extraction Using CTC to Build Articulatory Classifiers Without Forced Frame Alignments for Speech Recognition Interspeech 2016 A Task-Oriented Approach for Cost-Sensitive Recognition CVPR 2016 A Theoretically Grounded Application of Dropout in Recurrent Neural Networks NeurIPS 2016 Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition Interspeech 2016 Attention to Scale: Scale-Aware Semantic Image Segmentation CVPR 2016 Automatic Content-Aware Color and Tone Stylization CVPR 2016 Bank of Weight Filters for Deep CNNs ACML 2016 CharNER: Character-Level Named Entity Recognition COLING 2016 Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016 Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling Interspeech 2016 Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models Interspeech 2016 Deep Canonical Time Warping CVPR 2016 Deep Contrast Learning for Salient Object Detection CVPR 2016 Deep Metric Learning via Lifted Structured Feature Embedding CVPR 2016 Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR 2016 DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection CVPR 2016 Diffusion-Convolutional Neural Networks NeurIPS 2016 Domain Separation Networks NeurIPS 2016 Dynamic Image Networks for Action Recognition CVPR 2016 Efficient 3D Room Shape Recovery From a Single Panorama CVPR 2016 Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation CVPR 2016