Dominik Wagner
15 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (6)
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(14)
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Dynamic Duo
(10)
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(2)
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Prolific Year
(8)
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The Questioner
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Keyword Collector
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Century Club
(15)
Conferences
INTERSPEECH (9)
EMNLP (2)
ACL (1)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
stuttering detection
(2)
multi-task learning
(2)
support vector machine
(2)
multi-label classification
(2)
speech recognition
(2)
wav2vec 2.0
(2)
cleft lip palate
(2)
transfer learning
(1)
speech processing
(1)
binary classification
(1)
multimodal learning
(1)
stochastic gradient descent
(1)
automatic speech recognition
(1)
model distillation
(1)
performance optimization
(1)
parallel computing
(1)
speaker embedding
(1)
speech classification
(1)
knowledge distillation
(1)
Papers
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
ACL 2025
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
ICLR 2025
Optimized Speculative Sampling for GPU Hardware Accelerators
EMNLP 2024
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling
EMNLP 2024
Reinforcement Learning with LTL and $\omega$-Regular Objectives via Optimality-Preserving Translation to Average Rewards
NIPS 2024
Diagonalisation SGD: Fast & Convergent SGD for Non-Differentiable Models via Reparameterisation and Smoothing
AISTATS 2024
Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech
INTERSPEECH 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models
INTERSPEECH 2024
Large Language Models for Dysfluency Detection in Stuttered Speech
INTERSPEECH 2024
Automatic Evaluation of a Sentence Memory Test for Preschool Children
INTERSPEECH 2024
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate
INTERSPEECH 2023
A Stutter Seldom Comes Alone β Cross-Corpus Stuttering Detection as a Multi-label Problem
INTERSPEECH 2023
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
INTERSPEECH 2023
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0
INTERSPEECH 2022
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children
INTERSPEECH 2022