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Models

16,617 papers (23 classified directly here)

Subtopics

Generative Models (7,221) Diffusion Models (4,421) Large Language Models (2,733) Variational Inference (1,952) Language Models (732) Vision-Language Models (718) Foundation Models (278) Language Modeling (77) Sequence-to-Sequence (16) Variational Autoencoders (10) Neural Radiance Fields (9) Variational Autoencoder (8)

Papers per year

2
20
62
1007
4276
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Papers (including subtopics)

Adversarial Learning with Local Coordinate Coding ICML 2018
Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series ICML 2018
PixelSNAIL: An Improved Autoregressive Generative Model ICML 2018
Variational Inference and Model Selection with Generalized Evidence Bounds ICML 2018
End-to-End Learning for the Deep Multivariate Probit Model ICML 2018
Inference Suboptimality in Variational Autoencoders ICML 2018
Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML 2018
Generative Temporal Models with Spatial Memory for Partially Observed Environments ICML 2018
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors ICML 2018
Stein Variational Gradient Descent Without Gradient ICML 2018
Variational Bayesian dropout: pitfalls and fixes ICML 2018
Neural Autoregressive Flows ICML 2018
Pathwise Derivatives Beyond the Reparameterization Trick ICML 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation ICML 2018
Composite Functional Gradient Learning of Generative Adversarial Models ICML 2018
Fast Decoding in Sequence Models Using Discrete Latent Variables ICML 2018
Efficient Neural Audio Synthesis ICML 2018
Geometry Score: A Method For Comparing Generative Adversarial Networks ICML 2018
Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data ICML 2018
Disentangling by Factorising ICML 2018
Semi-Amortized Variational Autoencoders ICML 2018
Neural Relational Inference for Interacting Systems ICML 2018
Mixed batches and symmetric discriminators for GAN training ICML 2018
A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018