Representation Learning

On the Relationship Between Probabilistic Circuits and Determinantal Point Processes UAI 2020 On the Robustness of Language Encoders against Grammatical Errors ACL 2020 On the Sample Complexity of Learning Sum-Product Networks AISTATS 2020 On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020 On the Theory of Transfer Learning: The Importance of Task Diversity NeurIPS 2020 On the Usage of Multi-Feature Integration for Speaker Verification and Language Identification Interspeech 2020 On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location CVPR 2020 On Uniform Convergence and Low-Norm Interpolation Learning NeurIPS 2020 OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization AAAI 2020 Open Graph Benchmark: Datasets for Machine Learning on Graphs NeurIPS 2020 Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias Interspeech 2020 Optical Non-Line-of-Sight Physics-Based 3D Human Pose Estimation CVPR 2020 Optimizing Millions of Hyperparameters by Implicit Differentiation AISTATS 2020 Option Discovery using Deep Skill Chaining ICLR 2020 Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification AAAI 2020 Orlicz Random Fourier Features JMLR 2020 Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020 Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020 Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020 Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020 COLING 2020 PADS: Policy-Adapted Sampling for Visual Similarity Learning CVPR 2020 PairNorm: Tackling Oversmoothing in GNNs ICLR 2020 Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator UAI 2020 Parametric Instance Classification for Unsupervised Visual Feature learning NeurIPS 2020 Paraphrase Generation by Learning How to Edit from Samples ACL 2020