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Papers
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation
CVPR 2022
On PAC-Bayesian reconstruction guarantees for VAEs
AISTATS 2022
Video Diffusion Models
NIPS 2022
Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure
EMNLP 2022
Hypergraph Simultaneous Generators
AISTATS 2022
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning
AISTATS 2022
MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation
EMNLP 2022
Pulling back information geometry
AISTATS 2022
A prior-based approximate latent Riemannian metric
AISTATS 2022
Generative Models as Distributions of Functions
AISTATS 2022
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection
AISTATS 2022
Exploring Image Regions Not Well Encoded by an INN
AISTATS 2022
Poisson Flow Generative Models
NIPS 2022