Deep Learning

Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018 Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018 Deep Cross-Media Knowledge Transfer CVPR 2018 DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers EMNLP 2018 Deep Defense: Training DNNs with Improved Adversarial Robustness NeurIPS 2018 Deep Density Clustering of Unconstrained Faces CVPR 2018 Deep Depth Completion of a Single RGB-D Image CVPR 2018 Deep Diffeomorphic Transformer Networks CVPR 2018 Deep Discriminative Embeddings for Duration Robust Speaker Verification Interspeech 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 Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018 Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018 Deep Embedded Clustering with Data Augmentation ACML 2018 Deep End-to-End Time-of-Flight Imaging CVPR 2018 Deep Enhanced Representation for Implicit Discourse Relation Recognition COLING 2018 DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NeurIPS 2018 Deep Factorization Machines for Knowledge Tracing NAACL 2018 Deep Fully-Connected Part-Based Models for Human Pose Estimation ACML 2018 Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions NeurIPS 2018 Deep Generative Markov State Models NeurIPS 2018 Deep Generative Model for Joint Alignment and Word Representation NAACL 2018 Deep Generative Models for Distribution-Preserving Lossy Compression NeurIPS 2018 Deep Generative Models with Learnable Knowledge Constraints NeurIPS 2018 Deep Hashing via Discrepancy Minimization CVPR 2018