Arun Babu
8 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(5)
Conferences
EMNLP (2)
ICML (2)
ICLR (1)
INTERSPEECH (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
self-supervised learning
(4)
speech recognition
(4)
contextualized representation
(2)
semantic parsing
(1)
multimodal learning
(1)
language identification
(1)
cross-modal transfer
(1)
task-oriented dialogue
(1)
spoken language understanding
(1)
low-resource learning
(1)
span prediction
(1)
latent representation
(1)
convolutional neural network
(1)
language model
(1)
masked autoencoder
(1)
sequence-to-sequence model
(1)
non-autoregressive decoding
(1)
multilingual model
(1)
encoder-decoder model
(1)
task-oriented dialog
(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
Toward Joint Language Modeling for Speech Units and Text
EMNLP 2023
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
ICML 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