representation learning

Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis ICCV 2019 Unsupervised Scalable Representation Learning for Multivariate Time Series NeurIPS 2019 Unsupervised State Representation Learning in Atari NeurIPS 2019 Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019 Untangling in Invariant Speech Recognition NeurIPS 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference ACL 2019 Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019 Variational Graph Recurrent Neural Networks NeurIPS 2019 Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models NeurIPS 2019 Variation Generalized Feature Learning via Intra-view Variation Adaptation IJCAI 2019 Vector of Locally Aggregated Embeddings for Text Representation NAACL 2019 VideoBERT: A Joint Model for Video and Language Representation Learning ICCV 2019 Visual Concept-Metaconcept Learning NeurIPS 2019 Visualizing and Understanding the Effectiveness of BERT EMNLP 2019 Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 wav2vec: Unsupervised Pre-Training for Speech Recognition Interspeech 2019 Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation CVPR 2019 What and Where the Themes Dominate in Image AAAI 2019 What Does BERT Learn about the Structure of Language? ACL 2019 What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019 What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019 What Do Single-View 3D Reconstruction Networks Learn? CVPR 2019 When does label smoothing help? NeurIPS 2019