Representation Learning

UTFPR at IEST 2018: Exploring Character-to-Word Composition for Emotion Analysis EMNLP 2018 Utilizing Graph Measure to Deduce Omitted Entities in Paragraphs COLING 2018 Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study Interspeech 2018 Variational Inference of Disentangled Latent Concepts from Unlabeled Observations ICLR 2018 Variational Network Inference: Strong and Stable with Concrete Support ICML 2018 Variational Sequential Monte Carlo AISTATS 2018 Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity CoNLL 2018 Video Captioning via Hierarchical Reinforcement Learning CVPR 2018 Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR 2018 Video Representation Learning Using Discriminative Pooling CVPR 2018 Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning SemEval 2018 Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018 Visual Grounding via Accumulated Attention CVPR 2018 Visualizing Group Dynamics based on Multiparty Meeting Understanding EMNLP 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018 Waveform-Based Speaker Representations for Speech Synthesis Interspeech 2018 Weakly Supervised Learning of Single-Cell Feature Embeddings CVPR 2018 Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network CVPR 2018 Weakly Supervised Semantic Parsing with Abstract Examples ACL 2018 Weighted Tensor Decomposition for Learning Latent Variables with Partial Data AISTATS 2018 WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling ICLR 2018 What Action Causes This? Towards Naive Physical Action-Effect Prediction ACL 2018 What do character-level models learn about morphology? The case of dependency parsing EMNLP 2018 What Do Deep Networks Like to See? CVPR 2018 What we need to learn if we want to do and not just talk NAACL 2018