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

Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026
ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics AAAI 2026
Deep Generative Model for Mechanical System Configuration Design AAAI 2025
Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025
Would Deep Generative Models Amplify Bias in Future Models? CVPR 2024
Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges IJCAI 2024
Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection AAAI 2024
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NIPS 2024
Long-Term Fair Decision Making through Deep Generative Models AAAI 2024
Improving the Effectiveness of Deep Generative Data WACV 2024
Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection AAAI 2024
Debiasing Synthetic Data Generated by Deep Generative Models NIPS 2024
Toward the Identifiability of Comparative Deep Generative Models CLEAR 2024
Optimization for Amortized Inverse Problems ICML 2023
Understanding Deep Generative Models With Generalized Empirical Likelihoods CVPR 2023
A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models JMLR 2023
DBGDGM: Dynamic Brain Graph Deep Generative Model MIDL 2023
Topology-Guided Multi-Class Cell Context Generation for Digital Pathology CVPR 2023
Deep Latent State Space Models for Time-Series Generation ICML 2023
Causal Inference with Conditional Instruments Using Deep Generative Models AAAI 2023
GenéLive! Generating Rhythm Actions in Love Live! AAAI 2023
Compositional Learning-based Planning for Vision POMDPs L4DC 2023
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits ICML 2023