Eduard Tulchinskii
9 papers · 2022–2026 · 7 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
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Research topics
Machine Learning
(7)
Deep Learning
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Applications
(3)
Architectures
(3)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
topological data analysis
(3)
topological feature
(2)
transformer attention
(2)
dimensionality reduction
(2)
intrinsic dimension
(2)
persistence barcode
(2)
feature selection
(1)
text classification
(1)
representation learning
(1)
speech processing
(1)
text representation
(1)
prosody analysis
(1)
sublevel sets
(1)
linguistic knowledge
(1)
embedding space
(1)
loss function
(1)
latent representation
(1)
attention mechanism
(1)
language model
(1)
speech classification
(1)
Papers
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
EACL 2026
Quantifying Logical Consistency in Transformers via Query-Key Alignment
EMNLP 2025
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
AISTATS 2025
Robust AI-Generated Text Detection by Restricted Embeddings
EMNLP 2024
Scalar Function Topology Divergence: Comparing Topology of 3D Objects
ECCV 2024
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NeurIPS 2023
Learning topology-preserving data representations
ICLR 2023
Topological Data Analysis for Speech Processing
Interspeech 2023
Acceptability Judgements via Examining the Topology of Attention Maps
EMNLP 2022