Ole Winther

16

Papers

1,837

Total Citations

Papers (16)

Ladder Variational Autoencoders

NeurIPS 2016arXiv

Sequential Neural Models with Stochastic Layers

NeurIPS 2016arXiv

A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning

NeurIPS 2017arXiv

Hash Embeddings for Efficient Word Representations

NeurIPS 2017arXiv

BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks

Geometry Fidelity for Spherical Images

Image-Free Classifier Injection for Zero-Shot Classification

Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation

Auxiliary Deep Generative Models

Autoencoding beyond pixels using a learned similarity metric

Recurrent Relational Networks

BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling

Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow

SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows

Optimal Variance Control of the Score-Function Gradient Estimator for Importance-Weighted Bounds

Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics