Representation Learning

Deep Contextualized Word Representations NAACL 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Deep Depth Completion of a Single RGB-D Image CVPR 2018 Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts NAACL 2018 Deep Dynamical Modeling and Control of Unsteady Fluid Flows NeurIPS 2018 Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NeurIPS 2018 Deep Image Prior CVPR 2018 Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018 Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018 Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Deeply Learned Filter Response Functions for Hyperspectral Reconstruction CVPR 2018 Deep Marching Cubes: Learning Explicit Surface Representations CVPR 2018 Deep Multi-instance Learning with Dynamic Pooling ACML 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NeurIPS 2018 DeepPINK: reproducible feature selection in deep neural networks NeurIPS 2018 Deep Relevance Ranking Using Enhanced Document-Query Interactions EMNLP 2018 Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018 Deep Structured Prediction with Nonlinear Output Transformations NeurIPS 2018 Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation CVPR 2018 Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network CVPR 2018 Demo2Vec: Reasoning Object Affordances From Online Videos CVPR 2018 Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018 diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora ACL 2018 Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP 2018 Discourse Representation Structure Parsing ACL 2018