Mauch, Lukas

1. Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives
   2021/02/12 by Takuya Narihira, Narihira, Takuya, Alonsogarcia, Javier +23 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
2. SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning
   2024/07/03 by Bac Nguyen, Stefan Uhlich, Nguyen, Bac +9 · 4 citations
   Engineering · Computer Science · #Advancements in PLL and VCO Technologies #Advanced Electrical Measurement Techniques #Image and Signal Denoising Methods
3. 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
4. Order-Preserving GFlowNets
   2023/09/30 by Chen, Yihang, Mauch, Lukas · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Efficient Sampling for Predictor-Based Neural Architecture Search
   2020/11/24 by Mauch, Lukas, Tiedemann, Stephen, Garcia, Javier Alonso +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
6. Schemato -- An LLM for Netlist-to-Schematic Conversion
   2024/11/21 by Ryoga Matsuo, Stefan Uhlich, Matsuo, Ryoga +17 · 3 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
7. LLM meets Vision-Language Models for Zero-Shot One-Class Classification
   2024/03/31 by Bendou, Yassir, Lioi, Giulia, Pasdeloup, Bastien +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. On multi-token prediction for efficient LLM inference
   2025/02/13 by S. Mehra, Javier Alonso García, Mehra, Somesh +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques