Nal Kalchbrenner | DeepAI

AI Chat

Featured Co-authors

Yoshua Bengio
448 publications
Bernhard Schölkopf
271 publications
Jianfeng Gao
241 publications
Oriol Vinyals
101 publications
Nando de Freitas
83 publications
Erik Cambria
79 publications
Stefan Bauer
68 publications
Ziyu Wang
65 publications
Anirudh Goyal
61 publications
Samy Bengio
55 publications
Francesco Locatello
53 publications

∙ 06/10/2021

Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent

We focus on the problem of domain adaptation when the goal is shifting t...

7 Samira Abnar, et al. ∙

∙ 02/22/2021

Towards Causal Representation Learning

The two fields of machine learning and graphical causality arose and dev...

44 Bernhard Schölkopf, et al. ∙

∙ 02/08/2021

Colorization Transformer

We present the Colorization Transformer, a novel approach for diverse hi...

9 Manoj Kumar, et al. ∙

∙ 08/03/2020

A Spectral Energy Distance for Parallel Speech Synthesis

Speech synthesis is an important practical generative modeling problem t...

3 Alexey A. Gritsenko, et al. ∙

∙ 04/06/2020

Deep Learning Based Text Classification: A Comprehensive Review

Deep learning based models have surpassed classical machine learning bas...

42 Shervin Minaee, et al. ∙

∙ 03/24/2020

MetNet: A Neural Weather Model for Precipitation Forecasting

Weather forecasting is a long standing scientific challenge with direct ...

0 Casper Kaae Sønderby, et al. ∙

∙ 12/20/2019

Axial Attention in Multidimensional Transformers

We propose Axial Transformers, a self-attention-based autoregressive mod...

0 Jonathan Ho, et al. ∙

∙ 08/09/2019

Bayesian Inference for Large Scale Image Classification

Bayesian inference promises to ground and improve the performance of dee...

38 Jonathan Heek, et al. ∙

∙ 12/04/2018

Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling

The unconditional generation of high fidelity images is a longstanding b...

8 Jacob Menick, et al. ∙

∙ 03/16/2018

Tensor2Tensor for Neural Machine Translation

Tensor2Tensor is a library for deep learning models that is well-suited ...

0 Ashish Vaswani, et al. ∙

∙ 02/23/2018

Efficient Neural Audio Synthesis

Sequential models achieve state-of-the-art results in audio, visual and ...

0 Nal Kalchbrenner, et al. ∙

∙ 11/28/2017

Parallel WaveNet: Fast High-Fidelity Speech Synthesis

The recently-developed WaveNet architecture is the current state of the ...

0 Aaron van den Oord, et al. ∙

∙ 03/10/2017

Parallel Multiscale Autoregressive Density Estimation

PixelCNN achieves state-of-the-art results in density estimation for nat...

0 Scott Reed, et al. ∙

∙ 10/31/2016

Neural Machine Translation in Linear Time

We present a novel neural network for processing sequences. The ByteNet ...

0 Nal Kalchbrenner, et al. ∙

∙ 10/03/2016

Video Pixel Networks

We propose a probabilistic video model, the Video Pixel Network (VPN), t...

0 Nal Kalchbrenner, et al. ∙

∙ 09/12/2016

WaveNet: A Generative Model for Raw Audio

This paper introduces WaveNet, a deep neural network for generating raw ...

0 Aaron van den Oord, et al. ∙

∙ 06/16/2016

Conditional Image Generation with PixelCNN Decoders

This work explores conditional image generation with a new image density...

0 Aaron van den Oord, et al. ∙

∙ 02/09/2016

Associative Long Short-Term Memory

We investigate a new method to augment recurrent neural networks with ex...

0 Ivo Danihelka, et al. ∙

∙ 01/25/2016

Pixel Recurrent Neural Networks

Modeling the distribution of natural images is a landmark problem in uns...

0 Aaron van den Oord, et al. ∙

∙ 07/06/2015

Grid Long Short-Term Memory

This paper introduces Grid Long Short-Term Memory, a network of LSTM cel...

0 Nal Kalchbrenner, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world