representation learning

NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction CVPR 2019 Near-Optimal Representation Learning for Hierarchical Reinforcement Learning ICLR 2019 Neural Gaussian Copula for Variational Autoencoder EMNLP 2019 Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction SemEval 2019 Neural language models as psycholinguistic subjects: Representations of syntactic state NAACL 2019 Neural Text Clustering with Document-Level Attention Based on Dynamic Soft Labels Interspeech 2019 Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia Interspeech 2019 Neural Unsupervised Parsing Beyond English EMNLP 2019 Neural Vector Conceptualization for Word Vector Space Interpretation NAACL 2019 Object landmark discovery through unsupervised adaptation NeurIPS 2019 Omni-Scale Feature Learning for Person Re-Identification ICCV 2019 On Adversarial Mixup Resynthesis NeurIPS 2019 On Efficient Retrieval of Top Similarity Vectors EMNLP 2019 One Size Does Not Fit All: Comparing NMT Representations of Different Granularities NAACL 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training ICLR 2019 On the equivalence between graph isomorphism testing and function approximation with GNNs NeurIPS 2019 On the Estimation of Treatment Effect with Text Covariates IJCAI 2019 On the Fairness of Disentangled Representations NeurIPS 2019 On the Intrinsic Dimensionality of Image Representations CVPR 2019 On the Merits of Joint Space and Orientation Representations in Learning the Forward Kinematics in SE(3) RSS 2019 On Variational Bounds of Mutual Information ICML 2019 Orderly Subspace Clustering AAAI 2019 Ornstein Auto-Encoders IJCAI 2019 Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection IJCAI 2019