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
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Papers (including subtopics)
On Masked Language Models for Contextual Link Prediction
ACL 2022
On PAC-Bayesian reconstruction guarantees for VAEs
AISTATS 2022
On Predicting Generalization using GANs
ICLR 2022
On Semantic Cognition, Inductive Generalization, and Language Models
AAAI 2022
On Synthetic Data for Back Translation
NAACL 2022
On Target Representation in Continuous-output Neural Machine Translation
ACL 2022
On the approximation properties of recurrent encoder-decoder architectures
ICLR 2022
On the Calibration of Massively Multilingual Language Models
EMNLP 2022
On the detrimental effect of invariances in the likelihood for variational inference
NeurIPS 2022
On the Effect of Isotropy on VAE Representations of Text
ACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
NAACL 2022
On the Evaluation Metrics for Paraphrase Generation
EMNLP 2022
On the expressivity of bi-Lipschitz normalizing
flows
ACML 2022
On the Limitations of Multimodal VAEs
ICLR 2022
On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks
ICLR 2022
On the probability–quality paradox in language generation
ACL 2022
On the relationship between variational inference and auto-associative memory
NeurIPS 2022
On the role of population heterogeneity in emergent communication
ICLR 2022
On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART
COLING 2022
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation
NAACL 2022
On Transportation of Mini-batches: A Hierarchical Approach
ICML 2022
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression
AAAI 2022
Open-domain Dialogue Generation: What We Can Do, Cannot Do, And Should Do Next
ACL 2022
OpenTAL: Towards Open Set Temporal Action Localization
CVPR 2022
Open Vocabulary Extreme Classification Using Generative Models
ACL 2022