Lukas Mauch

1. SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning
   2024/07/03 by Bac Nguyen, Nguyen, Bac, Stefan Uhlich +9 · 4 citations
   Engineering · Computer Science · #Advancements in PLL and VCO Technologies #Advanced Electrical Measurement Techniques #Image and Signal Denoising Methods
2. A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models
   2024/01/20 by R. Bensaid, Bensaid, Reda, Vincent Gripon +9 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. Schemato -- An LLM for Netlist-to-Schematic Conversion
   2024/11/21 by Ryoga Matsuo, Matsuo, Ryoga, Stefan Uhlich +17 · 4 citations
   Computer Science · #B.7.2 #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. On multi-token prediction for efficient LLM inference
   2025/02/13 by S. Mehra, Javier Alonso García, Mehra, Somesh +3 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques