Representation Learning

Online Unsupervised Learning of the 3D Kinematic Structure of Arbitrary Rigid Bodies ICCV 2019 Online-Within-Online Meta-Learning NeurIPS 2019 On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training ICLR 2019 On Robustness of Principal Component Regression NeurIPS 2019 On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings EMNLP 2019 On Single Source Robustness in Deep Fusion Models NeurIPS 2019 On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study ACL 2019 On the equivalence between graph isomorphism testing and function approximation with GNNs NeurIPS 2019 On the Fairness of Disentangled Representations NeurIPS 2019 On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping NAACL 2019 On the Inductive Bias of Neural Tangent Kernels NeurIPS 2019 On the Intrinsic Dimensionality of Image Representations CVPR 2019 On the Limitations of Representing Functions on Sets ICML 2019 On the Merits of Joint Space and Orientation Representations in Learning the Forward Kinematics in SE(3) RSS 2019 On the statistical rate of nonlinear recovery in generative models with heavy-tailed data ICML 2019 On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset NeurIPS 2019 On Variational Bounds of Mutual Information ICML 2019 Open Event Extraction from Online Text using a Generative Adversarial Network EMNLP 2019 Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019 Open Vocabulary Learning for Neural Chinese Pinyin IME ACL 2019 Open Vocabulary Learning on Source Code with a Graph-Structured Cache ICML 2019 OperatorNet: Recovering 3D Shapes From Difference Operators ICCV 2019 Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection NeurIPS 2019 Optimizing Sequences of Probabilistic Manipulation Skills Learned from Demonstration CoRL 2019 Orderly Subspace Clustering AAAI 2019