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List of works by Quoc Viet Le

An Online Sequence-to-Sequence Model Using Partial Conditioning ⬇️

scientific article published in January 2016

Author Correction: A graph placement methodology for fast chip design

correction of a scholarly article

Bundle Methods for Machine Learning ⬇️

scientific article published in January 2008

COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking ⬇️

scientific article published in January 2008

Chain of Thought Prompting Elicits Reasoning in Large Language Models ⬇️

scientific article published on 28 January 2022

CondConv: Conditionally Parameterized Convolutions for Efficient Inference ⬇️

Distributed Representations of Sentences and Documents ⬇️

scientific article

Document Embedding with Paragraph Vectors ⬇️

scientific article published on 29 July 2015

DropBlock: A regularization method for convolutional networks ⬇️

scholarly article by Golnaz Ghiasi et al published 2018 in Advances in Neural Information Processing Systems 31

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators ⬇️

scholarly article published in March 2020

Efficient Neural Architecture Search via Parameters Sharing ⬇️

scholarly article published 9 February 2018

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

scientific article published on 28 May 2019

EfficientNetV2: Smaller Models and Faster Training

scientific article published in April 2021

Evolving Normalization-Activation Layers ⬇️

scientific article published in November 2020

Feasibility and Perceptions of Cell Phone-Based, Health-Related Communication With Adolescents in an Economically Depressed Area

scientific article

Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing ⬇️

scientific article published in November 2020

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism ⬇️

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation ⬇️

scientific article (publication date: 14 November 2016)

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation ⬇️

scientific article (publication date: 8 October 2016)

High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks ⬇️

scientific article published in January 2019

ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning ⬇️

scientific article published in January 2011

LaMDA: Language Models for Dialog Applications ⬇️

scientific article published on 20 January 2022

Large Scale Distributed Deep Networks ⬇️

scientific article published in January 2012

Large-Scale Multiclass Transduction ⬇️

scientific article published in January 2006

Learning Transferable Architectures for Scalable Image Recognition ⬇️

scientific article published in December 2017

Learning graph matching

scientific article published in June 2009

Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis

article

Learning to Rank with Nonsmooth Cost Functions ⬇️

scientific article published in January 2007

Massive Exploration of Neural Machine Translation Architectures ⬇️

scientific article (publication date: 21 March 2017)

Measuring Invariances in Deep Networks ⬇️

scientific article published in January 2009

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing ⬇️

Modified natural cycle for embryo transfer using frozen-thawed blastocysts: A satisfactory option

scientific article published on 6 April 2017

Natural Questions: A Benchmark for Question Answering Research ⬇️

scientific article published in March 2019

Neural Program Synthesis with Priority Queue Training ⬇️

scientific article published on 10 January 2018

Neural Programmer: Inducing Latent Programs with Gradient Descent ⬇️

Program Synthesis with Large Language Models ⬇️

scientific article published on 16 August 2021

Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition ⬇️

scientific article published on 20 October 2020

PyGlove: Symbolic Programming for Automated Machine Learning ⬇️

scientific article published in November 2020

RandAugment: Practical Automated Data Augmentation with a Reduced Search Space ⬇️

Rethinking Pre-training and Self-training ⬇️

scientific article published in November 2020

Saccader: Improving Accuracy of Hard Attention Models for Vision ⬇️

Scalable and accurate deep learning with electronic health records

article

Searching for MobileNetV3

scholarly article published in May 2019

Self-training with Noisy Student improves ImageNet classification ⬇️

scientific article published on 7 January 2020

Semi-supervised Sequence Learning ⬇️

Sequence to Sequence Learning with Neural Networks ⬇️

scientific article

Simpler knowledge-based support vector machines

SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network ⬇️

scientific article

Swish: a Self-Gated Activation Function

academic journal article

Tacotron: Towards End-to-End Speech Synthesis ⬇️

scientific article published on 29 March 2017

Tighter Bounds for Structured Estimation ⬇️

Tiled convolutional neural networks ⬇️

scholarly article by Jiquan Ngiam et al published 2010 in Advances in Neural Information Processing Systems 23

Towards a Human-like Open-Domain Chatbot ⬇️

scientific article published on 27 January 2020

Transductive Gaussian Process Regression with Automatic Model Selection

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context ⬇️

scientific article published on 2 June 2019

Unsupervised Data Augmentation for Consistency Training ⬇️

scientific article published in November 2020

XLNet: Generalized Autoregressive Pretraining for Language Understanding ⬇️

scientific article published on 19 June 2019

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