representation learning

Unsupervised Disentangled Representation Learning with Analogical Relations IJCAI 2018 Unsupervised Learning of Distributional Relation Vectors ACL 2018 Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration ICLR 2018 Unsupervised Multilingual Word Embeddings EMNLP 2018 Unsupervised Representation Learning by Predicting Image Rotations ICLR 2018 Unsupervised Video Object Segmentation for Deep Reinforcement Learning NeurIPS 2018 Using Author Embeddings to Improve Tweet Stance Classification EMNLP 2018 Using Inherent Structures to design Lean 2-layer RBMs ICML 2018 Variational Inference of Disentangled Latent Concepts from Unlabeled Observations ICLR 2018 Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning SemEval 2018 Visual Reinforcement Learning with Imagined Goals NeurIPS 2018 What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018 Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR 2018 WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018 Word-like character n-gram embedding EMNLP 2018 Adapting Deep Network Features to Capture Psychological Representations: An Abridged Report IJCAI 2017 Adaptive Class Preserving Representation for Image Classification CVPR 2017 A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NeurIPS 2017 A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017 A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification EACL 2017 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 A Laplacian Framework for Option Discovery in Reinforcement Learning ICML 2017 A Mention-Ranking Model for Abstract Anaphora Resolution EMNLP 2017 A Multi-task Approach to Predict Likability of Books EACL 2017 Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NeurIPS 2017