Dorothea Kolossa
13 papers · 2016–2025 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Collector
(69)
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Renaissance Researcher
(6)
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The Questioner
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Conference Pioneer
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Century Club · Bronze
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Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(6)
Speech & Audio
(6)
Core AI
(6)
Core Methods
(6)
Learning Types
(6)
Deep Learning
(5)
Architectures
(4)
Recognition
(3)
Natural Language Processing
(2)
Analysis
(2)
Applications
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Keywords
automatic speech recognition
(4)
multimodal learning
(3)
probabilistic modeling
(2)
uncertainty quantification
(2)
adversarial attack
(2)
turbo decoding
(2)
sequence labeling
(1)
feature extraction
(1)
hierarchical classification
(1)
ensemble learning
(1)
multivariate gaussian
(1)
weak supervision
(1)
adversarial training
(1)
deepfake detection
(1)
authorship attribution
(1)
text classification
(1)
speech enhancement
(1)
model fusion
(1)
kullback-leibler divergence
(1)
binary classification
(1)
Papers
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages
ACL 2025
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution
UAI 2024
Who Wrote When? Author Diarization in Social Media Discussions
EMNLP 2024
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
SemEval 2022
PILOT: Introducing Transformers for Probabilistic Sound Event Localization
Interspeech 2021
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification
Interspeech 2021
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification
Interspeech 2020
Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies
COLING 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition
ICML 2020
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution
COLING 2020
Blind Non-Intrusive Speech Intelligibility Prediction Using Twin-HMMs
Interspeech 2016
Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR
Interspeech 2016
Introducing the Turbo-Twin-HMM for Audio-Visual Speech Enhancement
Interspeech 2016