conftrace_

deep generative model

143 papers

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Also known as

DGM

Co-occurring keywords

variational inference (2069) generative model (2892) variational autoencoder (1288) image generation (2073) unsupervised learning (3264) latent variable model (564) neural network (6616) latent space (854) representation learning (6206) out-of-distribution detection (617)

Papers

GenéLive! Generating Rhythm Actions in Love Live! AAAI 2023
Understanding Deep Generative Models With Generalized Empirical Likelihoods CVPR 2023
Probabilistic Imputation for Time-series Classification with Missing Data ICML 2023
Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations ICML 2023
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets IJCAI 2023
Causal Inference with Conditional Instruments Using Deep Generative Models AAAI 2023
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022
Disentangled Spatiotemporal Graph Generative Models AAAI 2022
CIGMO: Categorical invariant representations in a deep generative framework UAI 2022
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds NIPS 2022
Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints NIPS 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Unsupervised Deep Keyphrase Generation AAAI 2022
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution NIPS 2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models NIPS 2022
Hamiltonian Latent Operators for content and motion disentanglement in image sequences NIPS 2022
Identifiability of deep generative models without auxiliary information NIPS 2022
Validating Causal Inference Methods ICML 2022
Clustering Interval-Censored Time-Series for Disease Phenotyping AAAI 2022
PlaceNet: Neural Spatial Representation Learning with Multimodal Attention IJCAI 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator ICML 2022
Multi-objective Deep Data Generation with Correlated Property Control NIPS 2022
Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints AAAI 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022
Deep Probabilistic Canonical Correlation Analysis AAAI 2021