Representation Learning

A Path Signature Approach for Speech Emotion Recognition Interspeech 2019 APE at Scale and Its Implications on MT Evaluation Biases ACL 2019 A Plea for Information Structure as a Part of Meaning Representation ACL 2019 A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images CVPR 2019 Approximated Bilinear Modules for Temporal Modeling ICCV 2019 Approximate Feature Collisions in Neural Nets NeurIPS 2019 Approximate Guarantees for Dictionary Learning COLT 2019 A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection EMNLP 2019 A Principled Approach for Learning Task Similarity in Multitask Learning IJCAI 2019 A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization IJCAI 2019 Arabic Named Entity Recognition: What Works and What’s Next ACL 2019 ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model ACL 2019 Arbitrary Style Transfer With Style-Attentional Networks CVPR 2019 A Recurrent Neural Cascade-based Model for Continuous-Time Diffusion ICML 2019 Are Disentangled Representations Helpful for Abstract Visual Reasoning? NeurIPS 2019 A Refined Margin Distribution Analysis for Forest Representation Learning NeurIPS 2019 Are IP Initial Vowels Acoustically More Distinct? Results from LDA and CNN Classifications Interspeech 2019 Argument Invention from First Principles ACL 2019 A Robust Spectral Algorithm for Overcomplete Tensor Decomposition COLT 2019 ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables ICML 2019 A Semantics-based Model for Predicting Children's Vocabulary IJCAI 2019 A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation EMNLP 2019 A Sequential Set Generation Method for Predicting Set-Valued Outputs AAAI 2019 A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models CoNLL 2019 Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives NAACL 2019