Marios Fournarakis

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 12

Top Topics

Efficient Inference

Discriminative Methods

Intensity Inhomogeneity

Top Venues

ICCV (Workshops)

Trans. Mach. Learn. Res.

Publications

Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel
Softmax Bias Correction for Quantized Generative Models. ICCV (Workshops) (2023)
Jorn Peters, Marios Fournarakis, Markus Nagel, Mart van Baalen, Tijmen Blankevoort
QBitOpt: Fast and Accurate Bitwidth Reallocation during Training. ICCV (Workshops) (2023)
Jorn Peters, Marios Fournarakis, Markus Nagel, Mart van Baalen, Tijmen Blankevoort
QBitOpt: Fast and Accurate Bitwidth Reallocation during Training. CoRR (2023)
Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel
Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices. Trans. Mach. Learn. Res. 2023 (2023)
Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel
Softmax Bias Correction for Quantized Generative Models. CoRR (2023)
Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort
Overcoming Oscillations in Quantization-Aware Training. CoRR (2022)
Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort
Overcoming Oscillations in Quantization-Aware Training. ICML (2022)
Sangeetha Siddegowda, Marios Fournarakis, Markus Nagel, Tijmen Blankevoort, Chirag Patel, Abhijit Khobare
Neural Network Quantization with AI Model Efficiency Toolkit (AIMET). CoRR (2022)
Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel
Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices. CoRR (2022)
Marios Fournarakis, Markus Nagel
In-Hindsight Quantization Range Estimation for Quantized Training. CVPR Workshops (2021)
Marios Fournarakis, Markus Nagel
In-Hindsight Quantization Range Estimation for Quantized Training. CoRR (2021)
Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort
A White Paper on Neural Network Quantization. CoRR (2021)