Representation Learning

Non-Parametric Transformation Networks for Learning General Invariances from Data AAAI 2019 NOODL: Provable Online Dictionary Learning and Sparse Coding ICLR 2019 No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms NeurIPS 2019 Normalising Non-standardised Orthography in Algerian Code-switched User-generated Data EMNLP 2019 Normal Variance-Mean Mixtures for Unsupervised Score Calibration Interspeech 2019 Not All Reviews Are Equal: Towards Addressing Reviewer Biases for Opinion Summarization ACL 2019 No, you’re not alone: A better way to find people with similar experiences on Reddit EMNLP 2019 NUS Speak-to-Sing: A Web Platform for Personalized Speech-to-Singing Conversion Interspeech 2019 Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning CVPR 2019 Object Discovery in Videos as Foreground Motion Clustering CVPR 2019 Occlusion-Aware Networks for 3D Human Pose Estimation in Video ICCV 2019 Occlusion-Shared and Feature-Separated Network for Occlusion Relationship Reasoning ICCV 2019 Omnidirectional Scene Text Detection with Sequential-free Box Discretization IJCAI 2019 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 On Dropout and Nuclear Norm Regularization ICML 2019 One-Shot Voice Conversion with Disentangled Representations by Leveraging Phonetic Posteriorgrams Interspeech 2019 One Size Does Not Fit All: Comparing NMT Representations of Different Granularities NAACL 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 On Exact Computation with an Infinitely Wide Neural Net NeurIPS 2019 On Fenchel Mini-Max Learning NeurIPS 2019 On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters Interspeech 2019 On Learning Invariant Representations for Domain Adaptation ICML 2019 Online Adaptive Principal Component Analysis and Its extensions ICML 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 Online Factorization and Partition of Complex Networks by Random Walk UAI 2019