Kristof Denolf
- Microscaling Data Formats for Deep Learning
2023/10/16 by Bita Darvish Rouhani, Rouhani, Bita Darvish, Ritchie Zhao +59 · 41 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
- Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for\n Vision Kernels
2019/05/31 by Murad Qasaimeh, Qasaimeh, Murad, Kristof Denolf +8 · 6 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture
2023/01/06 by Jinming Zhuang, Zhuang, Jinming, Jason Lau +23 · 5 citations
Computer Science · #Parallel Computing and Optimization Techniques #Network Packet Processing and Optimization #Algorithms and Data Compression
- Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface
2025/04/25 by Erika Hunhoff, Joseph Melber, Hunhoff, Erika +19 · 9 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE)
- Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen AI NPUs
2025/12/15 by Endri Taka, Taka, Endri, Andre Roesti +9 · 1 voice
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques #cs.AR
- KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers
2026/07/23 by Yann Bouquet, Alireza Khodamoradi, Kristof Denolf +1
#cs.LG #cs.CV