Siegfried Kunzmann
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
INTERSPEECH (4)
EMNLP (2)
NIPS (1)
Top co-authors
Keywords
model compression
(3)
spoken language understanding
(2)
memory efficiency
(2)
multi-task learning
(2)
computational efficiency
(1)
cross-modal learning
(1)
knowledge distillation
(1)
zeroth-order optimization
(1)
transfer learning
(1)
natural language understanding
(1)
intent classification
(1)
tensor decomposition
(1)
training optimization
(1)
training efficiency
(1)
multi-objective optimization
(1)
low-rank tensor
(1)
low-resource language
(1)
automatic speech recognition
(1)
self-attention mechanism
(1)
catastrophic forgetting
(1)
Papers
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
EMNLP 2025
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
EMNLP 2025
Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages
INTERSPEECH 2024
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
NIPS 2024
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding
INTERSPEECH 2023
FANS: Fusing ASR and NLU for On-Device SLU
INTERSPEECH 2021
End-to-End Neural Transformer Based Spoken Language Understanding
INTERSPEECH 2020