Representation Learning

Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning JMLR 2020 UniTuebingenCL at SemEval-2020 Task 7: Humor Detection in News Headlines SemEval 2020 Universal Function Approximation on Graphs NeurIPS 2020 Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks ICML 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Unsupervised Deep Learning via Affinity Diffusion AAAI 2020 Unsupervised Discovery of Interpretable Directions in the GAN Latent Space ICML 2020 Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020 Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020 Unsupervised Fine-tuning for Text Clustering COLING 2020 Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces AISTATS 2020 Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models NeurIPS 2020 Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages Interspeech 2020 Unsupervised Learning of Dense Visual Representations NeurIPS 2020 Unsupervised Learning of Intrinsic Structural Representation Points CVPR 2020 Unsupervised Magnification of Posture Deviations Across Subjects CVPR 2020 Unsupervised Methods for Evaluating Speech Representations Interspeech 2020 Unsupervised Metric Learning with Synthetic Examples AAAI 2020 Unsupervised Model Selection for Variational Disentangled Representation Learning ICLR 2020 Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks AAAI 2020 Unsupervised Representation Learning by Invariance Propagation NeurIPS 2020 Unsupervised Representation Learning by Predicting Random Distances IJCAI 2020 Unsupervised Representation Learning for Gaze Estimation CVPR 2020 Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling Interspeech 2020 Untangling Dense Knots by Learning Task-Relevant Keypoints CoRL 2020