Wagner, Dominik

1. HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
   2024/10/02 by Seanie Lee, Lee, Seanie, Seong, Haebin +13 · 5 citations
   Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
2. Large Language Models for Dysfluency Detection in Stuttered Speech
   2024/06/16 by Dominik Wagner, Sebastian P. Bayerl, Wagner, Dominik +9 · 4 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Stuttering Research and Treatment #electronic engineering #information engineering
3. MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling
   2024/06/18 by Philipp Seeberger, Dominik Wagner, Seeberger, Philipp +3 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. A Stutter Seldom Comes Alone -- Cross-Corpus Stuttering Detection as a Multi-label Problem
   2023/05/30 by Bayerl, Sebastian P., Wagner, Dominik, Baumann, Ilja +4 · 2 citations
   #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
5. SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions
   2025/01/31 by Dominik Wagner, Wagner, Dominik, Alexander Churchill +5 · 4 citations
   Computer Science · #AI in Service Interactions #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
6. Fast and Correct Gradient-Based Optimisation for Probabilistic Programming via Smoothing
   2023/01/09 by Basim Khajwal, C.-H. Luke Ong, Khajwal, Basim +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Programming Languages (cs.PL) #Single-cell and spatial transcriptomics
7. FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
   2025/05/19 by Seanie Lee, Lee, Seanie, Sangwoo Park +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
8. Reinforcement Learning with LTL and ω-Regular Objectives via Optimality-Preserving Translation to Average Rewards
   2024/10/16 by Le, Xuan-Bach, Wagner, Dominik, Witzman, Leon +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Optimized Self-supervised Training with BEST-RQ for Speech Recognition
   2025/01/27 by Baumann, Ilja, Wagner, Dominik, Riedhammer, Korbinian +1 · 1 citation
   #FOS: Computer and information sciences #Sound (cs.SD)