Search Results for author: Mikolaj Binkowski

Found 4 papers, 2 papers with code

Step-unrolled Denoising Autoencoders for Text Generation

1 code implementation ICLR 2022 Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aaron van den Oord

In this paper we propose a new generative model of text, Step-unrolled Denoising Autoencoder (SUNDAE), that does not rely on autoregressive models.

Denoising Language Modelling +2

Batch Weight for Domain Adaptation With Mass Shift

no code implementations ICCV 2019 Mikolaj Binkowski, Devon Hjelm, Aaron Courville

We also provide rigorous probabilistic setting for domain transfer and new simplified objective for training transfer networks, an alternative to complex, multi-component loss functions used in the current state-of-the art image-to-image translation models.

Domain Adaptation Image-to-Image Translation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.