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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

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20
62
1007
4276
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Papers (including subtopics)

Regularizing Max-Margin Exemplars by Reconstruction and Generative Models CVPR 2015
Beyond Principal Components: Deep Boltzmann Machines for Face Modeling CVPR 2015
Fast and Flexible Convolutional Sparse Coding CVPR 2015
On Learning Optimized Reaction Diffusion Processes for Effective Image Restoration CVPR 2015
Listening With Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines ICCV 2015
Deep Colorization ICCV 2015
Unsupervised Semantic Parsing of Video Collections ICCV 2015
MADE: Masked Autoencoder for Distribution Estimation ICML 2015
Markov Chain Monte Carlo and Variational Inference: Bridging the Gap ICML 2015
Sparse Variational Inference for Generalized GP Models ICML 2015
DRAW: A Recurrent Neural Network For Image Generation ICML 2015
Variational Inference with Normalizing Flows ICML 2015
Weight Uncertainty in Neural Network ICML 2015
Generative Moment Matching Networks ICML 2015
Scalable Variational Inference in Log-supermodular Models ICML 2015
Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks ICML 2015
Variational Generative Stochastic Networks with Collaborative Shaping ICML 2015
Celeste: Variational inference for a generative model of astronomical images ICML 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics ICML 2015
Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions ICML 2015
Geometry and Expressive Power of Conditional Restricted Boltzmann Machines JMLR 2015
Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA JMLR 2015
A Complete Variational Tracker NIPS 2014
Decoupled Variational Gaussian Inference NIPS 2014