Anna Sun
7 papers · 2022–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Architectures
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications
(3)
Speech & Audio
(2)
Application Areas
(2)
Learning Paradigms
(2)
Recognition
(2)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
multilingual machine translation
(3)
machine translation
(2)
speech recognition
(2)
mixture of expert
(2)
multilingual translation
(2)
self-supervised learning
(2)
automatic speech recognition
(1)
efficient inference
(1)
deep learning
(1)
vector quantization
(1)
low-resource language
(1)
throughput optimization
(1)
masked prediction
(1)
inference optimization
(1)
dynamic gating
(1)
expert load balancing
(1)
model deployment
(1)
data pipeline
(1)
discrete representation
(1)
multi-resolution learning
(1)
Papers
MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model
Interspeech 2024
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
ICLR 2024
Toward Efficient Inference for Mixture of Experts
NeurIPS 2024
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages
EACL 2023
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
ACL 2023
Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks
ACL 2023
stopes - Modular Machine Translation Pipelines
EMNLP 2022