Representation Learning

Deep TEN: Texture Encoding Network CVPR 2017 Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR 2017 Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR 2017 Deep Visual-Semantic Quantization for Efficient Image Retrieval CVPR 2017 Denoising Recurrent Neural Network for Deep Bidirectional LSTM Based Voice Conversion Interspeech 2017 Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition IJCAI 2017 Dependency Grammar Induction with Neural Lexicalization and Big Training Data EMNLP 2017 Depth From Defocus in the Wild CVPR 2017 Derivation of Document Vectors from Adaptation of LSTM Language Model EACL 2017 Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017 Deriving Neural Architectures from Sequence and Graph Kernels ICML 2017 Designing Effective Inter-Pixel Information Flow for Natural Image Matting CVPR 2017 Detecting and Explaining Causes From Text For a Time Series Event EMNLP 2017 Detecting Visual Relationships With Deep Relational Networks CVPR 2017 Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering ACL 2017 Diachrony-aware Induction of Binary Latent Representations from Typological Features IJCNLP 2017 Dialog state tracking, a machine reading approach using Memory Network EACL 2017 Dict2vec : Learning Word Embeddings using Lexical Dictionaries EMNLP 2017 Dictionary Learning Based on Sparse Distribution Tomography ICML 2017 Diffusion Approximations for Online Principal Component Estimation and Global Convergence NeurIPS 2017 Dimension Estimation Using Random Connection Models JMLR 2017 Direct Modelling of Magnitude and Phase Spectra for Statistical Parametric Speech Synthesis Interspeech 2017 Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification IJCAI 2017 Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets CVPR 2017 Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification IJCAI 2017