Kristian Kuznetsov
6 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Applications
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Mathematics
(1)
Keywords
sparse autoencoder
(3)
feature extraction
(2)
intrinsic dimension
(2)
feature selection
(1)
prosody analysis
(1)
speech processing
(1)
text representation
(1)
neural network interpretability
(1)
topological data analysis
(1)
speech classification
(1)
language model
(1)
ai-generated text detection
(1)
concept erasure
(1)
residual stream
(1)
writing style
(1)
text detection
(1)
speech perception
(1)
cross-domain classification
(1)
cross-domain transfer
(1)
ai-generated text
(1)
Papers
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders
EACL 2026
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
EACL 2026
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
ACL 2025
Robust AI-Generated Text Detection by Restricted Embeddings
EMNLP 2024
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NeurIPS 2023
Topological Data Analysis for Speech Processing
Interspeech 2023