Representation Learning

Think Visually: Question Answering through Virtual Imagery ACL 2018 Toddler-Inspired Visual Object Learning NeurIPS 2018 Topic Memory Networks for Short Text Classification EMNLP 2018 Towards Dynamic Computation Graphs via Sparse Latent Structure EMNLP 2018 Towards Opinion Summarization of Customer Reviews ACL 2018 Towards Robust and Privacy-preserving Text Representations ACL 2018 Towards Universal Representation for Unseen Action Recognition CVPR 2018 Triplet-Center Loss for Multi-View 3D Object Retrieval CVPR 2018 Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR 2018 Unifying Identification and Context Learning for Person Recognition CVPR 2018 Unsupervised Correlation Analysis CVPR 2018 Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ACL 2018 Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018 Unsupervised Learning of View-invariant Action Representations NeurIPS 2018 Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018 Using pseudo-senses for improving the extraction of synonyms from word embeddings ACL 2018 Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NeurIPS 2018 UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network EMNLP 2018 Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding CVPR 2018 Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR 2018 Video Representation Learning Using Discriminative Pooling CVPR 2018 Virtual Class Enhanced Discriminative Embedding Learning NeurIPS 2018 Visualizing Phoneme Category Adaptation in Deep Neural Networks Interspeech 2018 Visual Object Networks: Image Generation with Disentangled 3D Representations NeurIPS 2018 Weakly Supervised Learning of Single-Cell Feature Embeddings CVPR 2018