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Generative Models

7,221 papers

Papers per year

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Papers

NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints NAACL 2021
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain NAACL 2021
SCRIPT: Self-Critic PreTraining of Transformers NAACL 2021
OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation NAACL 2021
WBI at MEDIQA 2021: Summarizing Consumer Health Questions with Generative Transformers NAACL 2021
Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning NAACL 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization NAACL 2021
Learning Similarity between Movie Characters and Its Potential Implications on Understanding Human Experiences NAACL 2021
Variational inference with continuously-indexed normalizing flows UAI 2021
Featurized density ratio estimation UAI 2021
Symmetric Wasserstein autoencoders UAI 2021
Unsupervised anomaly detection with adversarial mirrored autoencoders UAI 2021
FlexAE: flexibly learning latent priors for wasserstein auto-encoders UAI 2021
Generative Archimedean copulas UAI 2021
GP-ConvCNP: Better generalization for conditional convolutional Neural Processes on time series data UAI 2021
NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation UAI 2021
On the distribution of penultimate activations of classification networks UAI 2021
The promises and pitfalls of deep kernel learning UAI 2021
Trumpets: Injective flows for inference and inverse problems UAI 2021
Tensor-train density estimation UAI 2021
PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components UAI 2021
Class balancing GAN with a classifier in the loop UAI 2021
Controllable and Progressive Image Extrapolation WACV 2021
Attention-Based Spatial Guidance for Image-to-Image Translation WACV 2021
Few-Shot Learning via Feature Hallucination With Variational Inference WACV 2021