Marc’Aurelio Ranzato
14 papers · 1999–2023 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Mega-Team · Squad
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Keyword Collector
(62)
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Trend Setter
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Natural Language Processing
(10)
Machine Learning
(9)
Applications
(9)
Deep Learning
(6)
Learning Types
(5)
Application Areas
(3)
Architectures
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Core Methods
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Analysis
(1)
Core AI
(1)
Generation
(1)
Keywords
machine translation
(6)
neural machine translation
(5)
beam search
(3)
low-resource language
(2)
text generation
(2)
continual learning
(2)
language model
(2)
object recognition
(1)
structured prediction
(1)
feature learning
(1)
data augmentation
(1)
covariance structure
(1)
text summarization
(1)
sample complexity
(1)
domain adaptation
(1)
sequential learning
(1)
visual classification
(1)
model calibration
(1)
natural images
(1)
expectation maximization
(1)
Papers
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
JMLR 2023
Unified Scaling Laws for Routed Language Models
ICML 2022
Discriminative Reranking for Neural Machine Translation
ACL 2021
The Source-Target Domain Mismatch Problem in Machine Translation
EACL 2021
On The Evaluation of Machine Translation Systems Trained With Back-Translation
ACL 2020
Efficient Lifelong Learning with A-GEM
ICLR 2019
Facebook AI’s WAT19 Myanmar-English Translation Task Submission
EMNLP 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade
ICML 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
EMNLP 2019
Analyzing Uncertainty in Neural Machine Translation
ICML 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning
NAACL 2018
Phrase-Based & Neural Unsupervised Machine Translation
EMNLP 2018
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images
AISTATS 2010
A Unified Energy-Based Framework for Unsupervised Learning
AISTATS 1999