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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
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4276
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Papers (including subtopics)

Pose Guided Human Image Synthesis with Partially Decoupled GAN ACML 2022
Sliced Wasserstein variational inference ACML 2022
Multi-scale Progressive Gated Transformer for Physiological Signal Classification ACML 2022
Exploring Image Regions Not Well Encoded by an INN AISTATS 2022
Physics Informed Deep Kernel Learning AISTATS 2022
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection AISTATS 2022
Grassmann Stein Variational Gradient Descent AISTATS 2022
Conditionally Gaussian PAC-Bayes AISTATS 2022
Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022
Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function AISTATS 2022
Generative Models as Distributions of Functions AISTATS 2022
On PAC-Bayesian reconstruction guarantees for VAEs AISTATS 2022
A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022
Certifiably Robust Variational Autoencoders AISTATS 2022
Point Cloud Generation with Continuous Conditioning AISTATS 2022
Variational Autoencoders: A Harmonic Perspective AISTATS 2022
A prior-based approximate latent Riemannian metric AISTATS 2022
Pulling back information geometry AISTATS 2022
Resampling Base Distributions of Normalizing Flows AISTATS 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022
Iterative Alignment Flows AISTATS 2022
Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022
Conditionally Tractable Density Estimation using Neural Networks AISTATS 2022
Generalised GPLVM with Stochastic Variational Inference AISTATS 2022