representation learning

Grasp2Vec: Learning Object Representations from Self-Supervised Grasping CoRL 2018 Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter NAACL 2018 Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018 How agents see things: On visual representations in an emergent language game EMNLP 2018 Human Semantic Parsing for Person Re-Identification CVPR 2018 IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets SemEval 2018 Image-to-image translation for cross-domain disentanglement NeurIPS 2018 Improvements to Context Based Self-Supervised Learning CVPR 2018 Improving Landmark Localization With Semi-Supervised Learning CVPR 2018 Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018 Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information EMNLP 2018 Information Aggregation via Dynamic Routing for Sequence Encoding COLING 2018 Information Encoding by Deep Neural Networks: What Can We Learn? Interspeech 2018 Insights on representational similarity in neural networks with canonical correlation NeurIPS 2018 Intent Discovery Through Unsupervised Semantic Text Clustering Interspeech 2018 Interpretable Latent Spaces for Learning from Demonstration CoRL 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 Investigating the Working of Text Classifiers COLING 2018 i-RevNet: Deep Invertible Networks ICLR 2018 Joint Learning from Labeled and Unlabeled Data for Information Retrieval COLING 2018 Jointly Embedding Entities and Text with Distant Supervision ACL 2018 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018 Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018