Dorothea Kolossa
14 papers · 2016–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (11)
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Taxonomy Completionist
(30)
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🚀
Conference Pioneer
📈
Trend Setter
❓
The Questioner
💎
Century Club
(14)
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Keyword Collector
(67)
Conferences
INTERSPEECH (6)
COLING (2)
ACL (1)
EMNLP (1)
ICML (1)
NAACL (1)
SEMEVAL (1)
UAI (1)
Top co-authors
Research topics
Keywords
multimodal learning
(4)
automatic speech recognition
(3)
ensemble learning
(2)
uncertainty quantification
(2)
probabilistic modeling
(2)
model fusion
(2)
turbo decoding
(2)
sequence labeling
(1)
feature extraction
(1)
artifact detection
(1)
hierarchical classification
(1)
multivariate gaussian
(1)
meme classification
(1)
adversarial training
(1)
weak supervision
(1)
authorship attribution
(1)
speech enhancement
(1)
text classification
(1)
binary classification
(1)
self-attention mechanism
(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
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
NAACL 2022
PILOT: Introducing Transformers for Probabilistic Sound Event Localization
INTERSPEECH 2021
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification
INTERSPEECH 2021
Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies
COLING 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition
ICML 2020
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification
INTERSPEECH 2020
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution
COLING 2020
Introducing the Turbo-Twin-HMM for Audio-Visual Speech Enhancement
INTERSPEECH 2016
Blind Non-Intrusive Speech Intelligibility Prediction Using Twin-HMMs
INTERSPEECH 2016
Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR
INTERSPEECH 2016