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)
TernaryBERT: Distillation-aware Ultra-low Bit BERT
EMNLP 2020
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation
AACL 2020
T-GD: Transferable GAN-generated Images Detection Framework
ICML 2020
The Amazing World of Neural Language Generation
EMNLP 2020
The Autoencoding Variational Autoencoder
NeurIPS 2020
The birth of Romanian BERT
EMNLP 2020
The Convolution Exponential and Generalized Sylvester Flows
NeurIPS 2020
The Curious Case of Neural Text Degeneration
ICLR 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents
ACL 2020
The EOS Decision and Length Extrapolation
EMNLP 2020
The Expressive Power of a Class of Normalizing Flow Models
AISTATS 2020
The GAN That Warped: Semantic Attribute Editing With Unpaired Data
CVPR 2020
The Generalized Lasso with Nonlinear Observations and Generative Priors
NeurIPS 2020
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
ICML 2020
The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network
AAAI 2020
The Neural Tangent Kernel in High Dimensions: Triple Descent and a Multi-Scale Theory of Generalization
ICML 2020
Theory and Evaluation Metrics for Learning Disentangled Representations
ICLR 2020
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
CVPR 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations
ACL 2020
The Shape of Data: Intrinsic Distance for Data Distributions
ICLR 2020
The workweek is the best time to start a family – A Study of GPT-2 Based Claim Generation
EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies
EMNLP 2020
Thinking Like a Skeptic: Defeasible Inference in Natural Language
EMNLP 2020
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract)
AAAI 2020
This is a BERT. Now there are several of them. Can they generalize to novel words?
EMNLP 2020