Models
20,488 papers (23 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Generative Models (8,597)
Diffusion Models (6,478)
Large Language Models (2,815)
Variational Inference (2,186)
Vision-Language Models (839)
Language Models (763)
Foundation Models (330)
Language Modeling (92)
Variational Autoencoders (67)
Neural Radiance Fields (46)
Sequence-to-Sequence (42)
Variational Autoencoder (24)
Papers per year
2
1
2
10
11
10
13
21
25
32
42
29
68
99
237
538
946
1,088
1,362
1,486
2,589
4,304
5,567
2,006
'5
'10
'15
'20
'25
Papers (including subtopics)
Learning Image Components for Object Recognition
JMLR 2006
Learning Parts-Based Representations of Data
JMLR 2006
Modeling Dyadic Data with Binary Latent Factors
NeurIPS 2006
Modeling Human Motion Using Binary Latent Variables
NeurIPS 2006
Parameter Expanded Variational Bayesian Methods
NeurIPS 2006
Particle Filtering for Nonparametric Bayesian Matrix Factorization
NeurIPS 2006
Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation
JMLR 2006
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models
NeurIPS 2006
Denoising Source Separation
JMLR 2005
Variational Message Passing
JMLR 2005
Probability Product Kernels
JMLR 2004
A Neural Probabilistic Language Model
JMLR 2003
Energy-Based Models for Sparse Overcomplete Representations
JMLR 2003