representation learning

BAE-NET: Branched Autoencoder for Shape Co-Segmentation ICCV 2019 Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach Interspeech 2019 Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019 BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019 Better Word Embeddings by Disentangling Contextual n-Gram Information NAACL 2019 Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs NeurIPS 2019 Big Generalizations with Small Data: Exploring the Role of Training Samples in Learning Adjectives of Size EMNLP 2019 BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019 Boosting Few-Shot Visual Learning With Self-Supervision ICCV 2019 Can Unconditional Language Models Recover Arbitrary Sentences? NeurIPS 2019 Caveats for information bottleneck in deterministic scenarios ICLR 2019 CensNet: Convolution with Edge-Node Switching in Graph Neural Networks IJCAI 2019 Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance NAACL 2019 Classification-Reconstruction Learning for Open-Set Recognition CVPR 2019 Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations MIDL 2019 CNN-Based Phoneme Classifier from Vocal Tract MRI Learns Embedding Consistent with Articulatory Topology Interspeech 2019 Co-manifold learning with missing data ICML 2019 Combined Reinforcement Learning via Abstract Representations AAAI 2019 Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019 Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning Interspeech 2019 Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019 Commonsense Knowledge Mining from Pretrained Models EMNLP 2019 Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019 Compositional De-Attention Networks NeurIPS 2019 Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP 2019