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Papers
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
NeurIPS 2020
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance
ACL 2020
Independence Promoted Graph Disentangled Networks
AAAI 2020
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations
AISTATS 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs
ICML 2020
Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection
ACL 2020
Interpreting the Latent Space of GANs for Semantic Face Editing
CVPR 2020
Learning Disentangled Representations and Group Structure of Dynamical Environments
NeurIPS 2020
Learning Disentangled Representations for CounterFactual Regression
ICLR 2020
Learning Disentangled Representations of Videos with Missing Data
NeurIPS 2020
Learning Interpretable Representations with Informative Entanglements
IJCAI 2020
Learning Invariant Representation for Unsupervised Image Restoration
CVPR 2020
Linear Disentangled Representations and Unsupervised Action Estimation
NeurIPS 2020
Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns
AAAI 2020
Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences
AAAI 2020
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer
CVPR 2020
Robust Disentanglement of a Few Factors at a Time using rPU-VAE
NeurIPS 2020
Self-Learning Transformations for Improving Gaze and Head Redirection
NeurIPS 2020
Subgraph Neural Networks
NeurIPS 2020
Theory and Evaluation Metrics for Learning Disentangled Representations
ICLR 2020
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders
WACV 2020
Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis
CVPR 2020
Unsupervised Model Selection for Variational Disentangled Representation Learning
ICLR 2020
Unsupervised Speech Decomposition via Triple Information Bottleneck
ICML 2020
Weakly Supervised Disentanglement with Guarantees
ICLR 2020