Deep Learning

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations JMLR 2018 Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NeurIPS 2018 Deep Image Prior CVPR 2018 Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018 Deep Joint Semantic-Embedding Hashing IJCAI 2018 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 Deep Layer Aggregation CVPR 2018 Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design ICLR 2018 Deep Learning Approaches to Text Production NAACL 2018 Deep Learning as a Mixed Convex-Combinatorial Optimization Problem ICLR 2018 Deep Learning Based Multi-modal Addressee Recognition in Visual Scenes with Utterances IJCAI 2018 Deep Learning based Situated Goal-oriented Dialogue Systems Interspeech 2018 Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios Interspeech 2018 Deep Learning for Conversational AI NAACL 2018 Deep Learning for Depression Detection of Twitter Users NAACL 2018 Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018 Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge ICLR 2018 Deep Learning for Social Media Health Text Classification EMNLP 2018 Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? Interspeech 2018 Deep Learning of Graph Matching CVPR 2018 Deep Learning Techniques for Koala Activity Detection Interspeech 2018 Deep Learning the Ising Model Near Criticality JMLR 2018 Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR 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