Baptiste Roziere | DeepAI

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∙ 09/11/2023

Large Language Models for Compiler Optimization

We explore the novel application of Large Language Models to code optimi...

0 Chris Cummins, et al. ∙

∙ 08/24/2023

Code Llama: Open Foundation Models for Code

We release Code Llama, a family of large language models for code based ...

0 Baptiste Roziere, et al. ∙

∙ 04/20/2023

Leveraging Static Analysis for Bug Repair

We propose a method combining machine learning with a static analysis to...

0 Ruba Mutasim, et al. ∙

∙ 02/27/2023

LLaMA: Open and Efficient Foundation Language Models

We introduce LLaMA, a collection of foundation language models ranging f...

6 Hugo Touvron, et al. ∙

∙ 02/15/2023

Augmented Language Models: a Survey

This survey reviews works in which language models (LMs) are augmented w...

0 Grégoire Mialon, et al. ∙

∙ 06/30/2022

Code Translation with Compiler Representations

In this paper, we leverage low-level compiler intermediate representatio...

0 Marc Szafraniec, et al. ∙

∙ 10/13/2021

Leveraging Automated Unit Tests for Unsupervised Code Translation

With little to no parallel data available for programming languages, uns...

0 Baptiste Roziere, et al. ∙

∙ 02/15/2021

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages

Recent advances in self-supervised learning have dramatically improved t...

1 Baptiste Roziere, et al. ∙

∙ 10/08/2020

Black-Box Optimization Revisited: Improving Algorithm Selection Wizards through Massive Benchmarking

Existing studies in black-box optimization suffer from low generalizabil...

0 Laurent Meunier, et al. ∙

∙ 09/28/2020

EvolGAN: Evolutionary Generative Adversarial Networks

We propose to use a quality estimator and evolutionary methods to search...

0 Baptiste Roziere, et al. ∙

∙ 09/25/2020

Tarsier: Evolving Noise Injection in Super-Resolution GANs

Super-resolution aims at increasing the resolution and level of detail w...

0 Baptiste Roziere, et al. ∙

∙ 06/05/2020

Unsupervised Translation of Programming Languages

A transcompiler, also known as source-to-source translator, is a system ...

0 Marie-Anne Lachaux, et al. ∙

∙ 04/29/2020

Versatile Black-Box Optimization

Choosing automatically the right algorithm using problem descriptors is ...

7 Jialin Liu, et al. ∙

∙ 02/10/2020

Adversarial Attacks on Linear Contextual Bandits

Contextual bandit algorithms are applied in a wide range of domains, fro...

0 Evrard Garcelon, et al. ∙

∙ 01/27/2020

Polygames: Improved Zero Learning

Since DeepMind's AlphaZero, Zero learning quickly became the state-of-th...

12 Tristan Cazenave, et al. ∙

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