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Papers
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
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip
AAAI 2020
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder
ACL 2020
IntroVNMT: An Introspective Model for Variational Neural Machine Translation
AAAI 2020
Joint Training of Variational Auto-Encoder and Latent Energy-Based Model
CVPR 2020
Knowledge-Based Regularization in Generative Modeling
IJCAI 2020
Large Scale Author Obfuscation Using Siamese Variational Auto-Encoder: The SiamAO System
COLING 2020
Latent Template Induction with Gumbel-CRFs
NeurIPS 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization
COLING 2020
Learnable Bernoulli Dropout for Bayesian Deep Learning
AISTATS 2020
Learning an Expert Skill-Space for Replanning Dynamic Quadruped Locomotion over Obstacles
CoRL 2020
Learning Autoencoders with Relational Regularization
ICML 2020
Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation
CVPR 2020
Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval
AAAI 2020
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information
ICML 2020
Learning Flat Latent Manifolds with VAEs
ICML 2020
Learning from Irregularly-Sampled Time Series: A Missing Data Perspective
ICML 2020
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE
NeurIPS 2020
Learning Part Generation and Assembly for Structure-Aware Shape Synthesis
AAAI 2020
Learning Syllable-Level Discrete Prosodic Representation for Expressive Speech Generation
Interspeech 2020
Learning to Dress 3D People in Generative Clothing
CVPR 2020
Learning VAE-LDA Models with Rounded Reparameterization Trick
EMNLP 2020
Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders
CVPR 2020
Lifelong Zero-Shot Learning
IJCAI 2020