Serguei Barannikov
14 papers
· 2021–2025
· 8 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(8)
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Cross-Pollinator
(11)
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(23)
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Keyword Pioneer
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Dynamic Duo
(12)
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Trend Setter
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Century Club
(14)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(52)
Conferences
EMNLP (5)
ICML (2)
NIPS (2)
ACL (1)
AISTATS (1)
ECCV (1)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
topological data analysis
(5)
artificial text detection
(2)
transformer attention
(2)
feature extraction
(2)
attention map
(2)
feature selection
(1)
text classification
(1)
ensemble learning
(1)
prosody analysis
(1)
attention mechanism
(1)
speech processing
(1)
bert model
(1)
embedding space
(1)
linguistic knowledge
(1)
synthetic datum
(1)
mathematical reasoning
(1)
speech classification
(1)
sparse autoencoder
(1)
attention head
(1)
intrinsic dimension
(1)
Papers
Disentanglement Learning via Topology
ICML 2024
Topological Data Analysis for Speech Processing
INTERSPEECH 2023