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)
AE-OT: A NEW GENERATIVE MODEL BASED ON EXTENDED SEMI-DISCRETE OPTIMAL TRANSPORT
ICLR 2020
A Forest from the Trees: Generation through Neighborhoods
AAAI 2020
A Free-Energy Principle for Representation Learning
ICML 2020
A GAN-based Tunable Image Compression System
WACV 2020
A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation
WACV 2020
A Generative Model for Joint Natural Language Understanding and Generation
ACL 2020
Age Progression and Regression with Spatial Attention Modules
AAAI 2020
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers
AAAI 2020
Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder
IJCAI 2020
A Graph Auto-encoder Model of Derivational Morphology
ACL 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network
EMNLP 2020
AI Sensing for Robotics using Deep Learning based Visual and Language Modeling
ACL 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020
Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract)
IJCAI 2020
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows
AAAI 2020
A Little Fog for a Large Turn
WACV 2020
Alleviation of Gradient Exploding in GANs: Fake Can Be Real
CVPR 2020
A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model
NeurIPS 2020
Alternating Language Modeling for Cross-Lingual Pre-Training
AAAI 2020
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
ACL 2020
Amortized Inference of Variational Bounds for Learning Noisy-OR
AISTATS 2020
Amortized Population Gibbs Samplers with Neural Sufficient Statistics
ICML 2020
Amortized variance reduction for doubly stochastic objective
UAI 2020
Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks
NeurIPS 2020
Analyzing and Improving the Image Quality of StyleGAN
CVPR 2020