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
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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
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Papers (including subtopics)
Distribution-Interpolation Trade off in Generative Models
ICLR 2019
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model
CVPR 2019
Diverse Generation for Multi-Agent Sports Games
CVPR 2019
Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder
NAACL 2019
Diversity-Sensitive Conditional Generative Adversarial Networks
ICLR 2019
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation
NeurIPS 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition
CVPR 2019
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis
CVPR 2019
Doc2hash: Learning Discrete Latent variables for Documents Retrieval
NAACL 2019
Document Hashing with Mixture-Prior Generative Models
EMNLP 2019
Document Informed Neural Autoregressive Topic Models with Distributional Prior
AAAI 2019
Do Deep Generative Models Know What They Don't Know?
ICLR 2019
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
NeurIPS 2019
Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives
ICLR 2019
Doubly Semi-Implicit Variational Inference
AISTATS 2019
DppNet: Approximating Determinantal Point Processes with Deep Networks
NeurIPS 2019
Dual Adversarial Inference for Text-to-Image Synthesis
ICCV 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning
NeurIPS 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer
ICCV 2019
Dual Semi-Supervised Learning for Facial Action Unit Recognition
AAAI 2019
Dual Variational Generation for Low Shot Heterogeneous Face Recognition
NeurIPS 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs
NeurIPS 2019
Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation
CoRL 2019
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation
IJCAI 2019
Effective Sentence Scoring Method Using BERT for Speech Recognition
ACML 2019