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Papers
The Level Weighted Structural Similarity Loss: A Step Away from MSE
AAAI 2019
Theoretical guarantees for sampling and inference in generative models with latent diffusions
COLT 2019
The Thermodynamic Variational Objective
NeurIPS 2019
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models
NAACL 2019
Towards Explainable NLP: A Generative Explanation Framework for Text Classification
ACL 2019
Towards Metamerism via Foveated Style Transfer
ICLR 2019
Training Variational Autoencoders with Buffered Stochastic Variational Inference
AISTATS 2019
Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation
IJCAI 2019
Understanding Composition of Word Embeddings via Tensor Decomposition
ICLR 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling
ACL 2019
Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network
CVPR 2019
Unsupervised Fake News Detection on Social Media: A Generative Approach
AAAI 2019
Unsupervised Primitive Discovery for Improved 3D Generative Modeling
CVPR 2019
Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis
ICCV 2019
Variational Autoencoders Pursue PCA Directions (by Accident)
CVPR 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal
NeurIPS 2019
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models
NeurIPS 2019
Variational Sparse Coding
UAI 2019
Video Summarization by Learning From Unpaired Data
CVPR 2019
Wasserstein of Wasserstein Loss for Learning Generative Models
ICML 2019
Weak Supervision for Learning Discourse Structure
EMNLP 2019
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection
CVPR 2019
Zero-shot Learning via Simultaneous Generating and Learning
NeurIPS 2019
3D-Aware Scene Manipulation via Inverse Graphics
NeurIPS 2018
3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces
IJCAI 2018