representation learning

Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019 Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks ACL 2019 Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019 Inferring Substitutable Products with Deep Network Embedding IJCAI 2019 Information Competing Process for Learning Diversified Representations NeurIPS 2019 Information-Theoretic Considerations in Batch Reinforcement Learning ICML 2019 InfoVAE: Balancing Learning and Inference in Variational Autoencoders AAAI 2019 Input Similarity from the Neural Network Perspective NeurIPS 2019 Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019 Intel Far-Field Speaker Recognition System for VOiCES Challenge 2019 Interspeech 2019 InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction IJCAI 2019 Intrinsic dimension of data representations in deep neural networks NeurIPS 2019 Invariant-Equivariant Representation Learning for Multi-Class Data ICML 2019 Inverting Supervised Representations with Autoregressive Neural Density Models AISTATS 2019 Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019 Investigating Multilingual NMT Representations at Scale EMNLP 2019 Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications NAACL 2019 Joint Discriminative and Generative Learning for Person Re-Identification CVPR 2019 Jointly Adversarial Enhancement Training for Robust End-to-End Speech Recognition Interspeech 2019 Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation CVPR 2019 Joint Representation Learning for Multi-Modal Transportation Recommendation AAAI 2019 Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings EMNLP 2019 KitcheNette: Predicting and Ranking Food Ingredient Pairings using Siamese Neural Network IJCAI 2019 Knowledge Flow: Improve Upon Your Teachers ICLR 2019 Label Efficient Semi-Supervised Learning via Graph Filtering CVPR 2019