← Authors

Dorothea Kolossa

14 papers · 2016–2025 · 8 conferences · across top CS/AI conferences

Achievements

๐Ÿฃ Hot Topic Early Bird ๐ŸŒ Conference Polyglot (8) ๐Ÿƒ Academic Marathon (9) ๐Ÿ Cross-Pollinator (11) ๐ŸŒˆ Renaissance Researcher (8) ๐Ÿ—บ๏ธ Taxonomy Completionist (30) ๐ŸŒ‰ Interdisciplinary Bridge ๐Ÿงญ Keyword Pioneer ๐Ÿš€ Conference Pioneer ๐Ÿ“ˆ Trend Setter โ“ The Questioner ๐Ÿ’Ž Century Club (14) ๐Ÿ—ƒ๏ธ Keyword Collector (67)

Conferences

INTERSPEECH (6) COLING (2) ACL (1) EMNLP (1) ICML (1) NAACL (1) SEMEVAL (1) UAI (1)

Top co-authors

Steffen Zeiler (4) Benedikt Boenninghoff (4) Robert Nickel (3) Ahmed Hussen Abdelaziz (3) Lea Schรถnherr (3) Wentao Yu (2) Asja Fischer (2) Jonas Rรถhrig (2) Hendrik Meutzner (2) Benedikt Bรถnninghoff (1)

Research topics

Privacy (1)

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