Arun Babu
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(7)
Architectures
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Speech & Audio
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Recognition
(2)
Techniques
(2)
Analysis
(1)
Keywords
self-supervised learning
(4)
speech recognition
(4)
contextualized representation
(2)
multimodal learning
(2)
semantic parsing
(1)
language identification
(1)
cross-modal transfer
(1)
task-oriented dialogue
(1)
spoken language understanding
(1)
low-resource learning
(1)
span prediction
(1)
diffusion model
(1)
latent representation
(1)
convolutional neural network
(1)
language model
(1)
next-token prediction
(1)
masked autoencoder
(1)
sequence-to-sequence model
(1)
non-autoregressive decoding
(1)
multilingual model
(1)
Papers
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
ICLR 2025
Scaling Speech Technology to 1,000+ Languages
JMLR 2024
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
ICML 2023
Toward Joint Language Modeling for Speech Units and Text
EMNLP 2023
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
ICML 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Interspeech 2022
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
NAACL 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing
EMNLP 2021