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)
Focus! Relevant and Sufficient Context Selection for News Image Captioning
EMNLP 2022
Food Knowledge Representation Learning with Adversarial Substitution
AACL 2022
Forget-me-not! Contrastive critics for mitigating posterior collapse
UAI 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning
EMNLP 2022
Forward Operator Estimation in Generative Models with Kernel Transfer Operators
ICML 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned
ACL 2022
Foundation Posteriors for Approximate Probabilistic Inference
NeurIPS 2022
Fraunhofer SIT@SMM4H’22: Learning to Predict Stances and Premises in Tweets related to COVID-19 Health Orders Using Generative Models
COLING 2022
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
NeurIPS 2022
From data to functa: Your data point is a function and you can treat it like one
ICML 2022
Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection
WACV 2022
Fully Spiking Variational Autoencoder
AAAI 2022
Function-space Inference with Sparse Implicit Processes
ICML 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
NAACL 2022
FWD: Real-Time Novel View Synthesis With Forward Warping and Depth
CVPR 2022
GAMA: Generative Adversarial Multi-Object Scene Attacks
NeurIPS 2022
GanOrCon: Are Generative Models Useful for Few-Shot Segmentation?
CVPR 2022
GANSeg: Learning To Segment by Unsupervised Hierarchical Image Generation
CVPR 2022
GANs Spatial Control via Inference-Time Adaptive Normalization
WACV 2022
GAN-Supervised Dense Visual Alignment
CVPR 2022
GAR: Generalized Autoregression for Multi-Fidelity Fusion
NeurIPS 2022
GATSBI: Generative Adversarial Training for Simulation-Based Inference
ICLR 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation
NeurIPS 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification
ICML 2022
Gaussian Process Modeling of Approximate Inference Errors for Variational Autoencoders
CVPR 2022