Generative Models

Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank AAAI 2019 Data-Free Learning of Student Networks ICCV 2019 Data-to-text Generation with Entity Modeling ACL 2019 DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation MIDL 2019 DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better ICCV 2019 Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019 Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model JMLR 2019 Deep Blind Hyperspectral Image Fusion ICCV 2019 Deep Convolutional Sum-Product Networks AAAI 2019 Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks ICLR 2019 Deeper and Wider Siamese Networks for Real-Time Visual Tracking CVPR 2019 Deep Factors for Forecasting ICML 2019 DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing AAAI 2019 Deep Generative Learning via Variational Gradient Flow ICML 2019 Deep Generative Video Compression NeurIPS 2019 Deep Hashing for Speaker Identification and Retrieval Interspeech 2019 Deep Latent Generative Models for Energy Disaggregation AAAI 2019 Deep Learning Approach to Semantic Segmentation in 3D Point Cloud Intra-oral Scans of Teeth MIDL 2019 Deep learning with differential Gaussian process flows AISTATS 2019 Deep Meta Functionals for Shape Representation ICCV 2019 DeepNose: Using artificial neural networks to represent the space of odorants ICML 2019 DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation CVPR 2019 Deep Tensor ADMM-Net for Snapshot Compressive Imaging ICCV 2019 Deep Video Frame Interpolation Using Cyclic Frame Generation AAAI 2019 Deep Video Inpainting CVPR 2019