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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
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4276
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Papers (including subtopics)

Texture Synthesis Using Convolutional Neural Networks NIPS 2015
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks NIPS 2015
A Recurrent Latent Variable Model for Sequential Data NIPS 2015
Unsupervised Learning by Program Synthesis NIPS 2015
Bidirectional Recurrent Neural Networks as Generative Models NIPS 2015
Bounding errors of Expectation-Propagation NIPS 2015
Deep Poisson Factor Modeling NIPS 2015
Copula variational inference NIPS 2015
Skip-Thought Vectors NIPS 2015
Fast Second Order Stochastic Backpropagation for Variational Inference NIPS 2015
Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models ACML 2015
Accurate and conservative estimates of MRF log-likelihood using reverse annealing AISTATS 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
Scalable Variational Gaussian Process Classification AISTATS 2015
Stochastic Structured Variational Inference AISTATS 2015
Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
On Theoretical Properties of Sum-Product Networks AISTATS 2015
Deep Exponential Families AISTATS 2015
Sensor Selection for Crowdsensing Dynamical Systems AISTATS 2015
Streaming Variational Inference for Bayesian Nonparametric Mixture Models AISTATS 2015
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015
Learning to Generate Chairs With Convolutional Neural Networks CVPR 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions CVPR 2015
Deep Multiple Instance Learning for Image Classification and Auto-Annotation CVPR 2015