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)
Generative Modeling by Estimating Gradients of the Data Distribution
NeurIPS 2019
Generative Modeling for Small-Data Object Detection
ICCV 2019
Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation
ICML 2019
Generative Models for Graph-Based Protein Design
NeurIPS 2019
Generative predecessor models for sample-efficient imitation learning
ICLR 2019
Generative Well-intentioned Networks
NeurIPS 2019
Geometric Disentanglement for Generative Latent Shape Models
ICCV 2019
Geometry-Aware Neural Rendering
NeurIPS 2019
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping
CVPR 2019
Global Guarantees for Blind Demodulation with Generative Priors
NeurIPS 2019
Good Initializations of Variational Bayes for Deep Models
ICML 2019
Graph-based Discriminators: Sample Complexity and Expressiveness
NeurIPS 2019
Graphite: Iterative Generative Modeling of Graphs
ICML 2019
Graph Normalizing Flows
NeurIPS 2019
Greedy Structure Learning of Hierarchical Compositional Models
CVPR 2019
Group-based Learning of Disentangled Representations with Generalizability for Novel Contents
IJCAI 2019
Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion
Interspeech 2019
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation
Interspeech 2019
Harmonic Unpaired Image-to-image Translation
ICLR 2019
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation
ICLR 2019
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
CVPR 2019
HellaSwag: Can a Machine Really Finish Your Sentence?
ACL 2019
HexaGAN: Generative Adversarial Nets for Real World Classification
ICML 2019
Hiding Video in Audio via Reversible Generative Models
ICCV 2019
Hierarchical Decompositional Mixtures of Variational Autoencoders
ICML 2019