conftrace_

disentangled representation

521 papers

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Also known as

DR

Co-occurring keywords

representation learning (6206) variational autoencoder (1288) unsupervised learning (3264) generative model (2892) latent space (854) generative adversarial network (1944) image generation (2073) variational inference (2069) mutual information (724) self-supervised learning (3777)

Papers

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery CVPR 2019
TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation CVPR 2019
Self-Supervised Representation Learning From Videos for Facial Action Unit Detection CVPR 2019
Unsupervised Part-Based Disentangling of Object Shape and Appearance CVPR 2019
Explicit Disentanglement of Appearance and Perspective in Generative Models NIPS 2019
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments NIPS 2019
Disentangled behavioural representations NIPS 2019
On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset NIPS 2019
On the Fairness of Disentangled Representations NIPS 2019
Disentangling Influence: Using disentangled representations to audit model predictions NIPS 2019
Multi-mapping Image-to-Image Translation via Learning Disentanglement NIPS 2019
Learning Disentangled Semantic Representation for Domain Adaptation IJCAI 2019
Learning Disentangled Representation with Pairwise Independence AAAI 2019
Structured Disentangled Representations AISTATS 2019
Variational Sparse Coding UAI 2019
Learning Discrete and Continuous Factors of Data via Alternating Disentanglement ICML 2019
Flat Metric Minimization with Applications in Generative Modeling ICML 2019
Flexibly Fair Representation Learning by Disentanglement ICML 2019
Multi-Object Representation Learning with Iterative Variational Inference ICML 2019
Disentangled Graph Convolutional Networks ICML 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations ICML 2019
Disentangled Relational Representations for Explaining and Learning from Demonstration CORL 2019
Learning Conceptual Spaces with Disentangled Facets CONLL 2019
Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019
Group-based Learning of Disentangled Representations with Generalizability for Novel Contents IJCAI 2019