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Generative Models

6,381 papers

Papers per year

Papers

SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Generative Trees: Adversarial and Copycat ICML 2022
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval ICML 2022
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets ICML 2022
Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows ICML 2022
Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022
GenLabel: Mixup Relabeling using Generative Models ICML 2022
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization ICML 2022
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood ICML 2022
Nonparametric Sparse Tensor Factorization with Hierarchical Gamma Processes ICML 2022
Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022
Hermite Polynomial Features for Private Data Generation ICML 2022
Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022
Fast Lossless Neural Compression with Integer-Only Discrete Flows ICML 2022
Generative Coarse-Graining of Molecular Conformations ICML 2022
COAT: Measuring Object Compositionality in Emergent Representations ICML 2022
Importance Weighted Kernel Bayes’ Rule ICML 2022
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ICML 2022
Diversified Adversarial Attacks based on Conjugate Gradient Method ICML 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modelling ICML 2022
Generative Flow Networks for Discrete Probabilistic Modeling ICML 2022