Irwan Bello | DeepAI

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Featured Co-authors

Jing Li
126 publications
Quoc V. Le
113 publications
Mohammad Norouzi
71 publications
Craig Boutilier
59 publications
Samy Bengio
55 publications
Noam Shazeer
36 publications
Tsung-Yi Lin
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Barret Zoph
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∙ 02/17/2022

Designing Effective Sparse Expert Models

Scale has opened new frontiers in natural language processing – but at a...

0 Barret Zoph, et al. ∙

∙ 09/03/2021

Revisiting 3D ResNets for Video Recognition

A recent work from Bello shows that training and scaling strategies may ...

21 Xianzhi Du, et al. ∙

∙ 03/13/2021

Revisiting ResNets: Improved Training and Scaling Strategies

Novel computer vision architectures monopolize the spotlight, but the im...

0 Irwan Bello, et al. ∙

∙ 02/17/2021

LambdaNetworks: Modeling Long-Range Interactions Without Attention

We present lambda layers – an alternative framework to self-attention – ...

13 Irwan Bello, et al. ∙

∙ 10/06/2020

Global Self-Attention Networks for Image Recognition

Recently, a series of works in computer vision have shown promising resu...

40 Shen Zhuoran, et al. ∙

∙ 06/13/2019

Stand-Alone Self-Attention in Vision Models

Convolutions are a fundamental building block of modern computer vision ...

0 Prajit Ramachandran, et al. ∙

∙ 04/22/2019

Attention Augmented Convolutional Networks

Convolutional networks have been the paradigm of choice in many computer...

30 Irwan Bello, et al. ∙

∙ 10/04/2018

Seq2Slate: Re-ranking and Slate Optimization with RNNs

Ranking is a central task in machine learning and information retrieval....

12 Irwan Bello, et al. ∙

∙ 08/08/2018

Backprop Evolution

The back-propagation algorithm is the cornerstone of deep learning. Desp...

4 Maximilian Alber, et al. ∙

∙ 09/21/2017

Neural Optimizer Search with Reinforcement Learning

We present an approach to automate the process of discovering optimizati...

0 Irwan Bello, et al. ∙

∙ 11/29/2016

Neural Combinatorial Optimization with Reinforcement Learning

This paper presents a framework to tackle combinatorial optimization pro...

0 Irwan Bello, et al. ∙

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