Martin Ferianc

Identifiers

• name variant Martin Ferianc 0.60 · backfill

Papers (17)

1. Cultural Alignment in Large Language Models Using Soft Prompt Tuning cs.CL · 2025 · author #2
2. Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGA cs.LG · 2024 · author #3
3. Large language models surpass human experts in predicting neuroscience results q-bio.NC · 2024 · author #21
4. SAE: Single Architecture Ensemble Neural Networks cs.LG · 2024 · author #1
5. YAMLE: Yet Another Machine Learning Environment cs.LG · 2024 · author #1
6. Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions cs.CY · 2023 · author #3
7. Navigating Noise: A Study of How Noise Influences Generalisation and Calibration of Neural Networks cs.LG · 2023 · author #1
8. Renate: A Library for Real-World Continual Learning cs.LG · 2023 · author #2
9. Simple Regularisation for Uncertainty-Aware Knowledge Distillation cs.LG · 2022 · author #1
10. On Causal Inference for Data-free Structured Pruning cs.LG · 2021 · author #1
11. Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator cs.LG · 2021 · author #2
12. Optimizing Bayesian Recurrent Neural Networks on an FPGA-based Accelerator cs.LG · 2021 · author #1
13. High-Performance FPGA-based Accelerator for Bayesian Neural Networks cs.AR · 2021 · author #2
14. ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation cs.CV · 2021 · author #1
15. On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks cs.LG · 2021 · author #1
16. VINNAS: Variational Inference-based Neural Network Architecture Search cs.LG · 2020 · author #1
17. Improving Performance Estimation for FPGA-based Accelerators for Convolutional Neural Networks eess.IV · 2020 · author #1

Mentions

• 2503.16094 #2 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2403.03230 #21 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2402.06580 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2406.14593 #3 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2309.12342 #3 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2306.17630 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2402.06268 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2304.12067 #2 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2205.09526 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2112.10229 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2105.09163 #2 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2111.12787 #2 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2106.06048 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2104.06957 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2102.11062 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2007.06103 #1 · arxiv_oai · confidence 0.70 Martin Ferianc
• 2002.00190 #1 · arxiv_oai · confidence 0.70 Martin Ferianc

Frequent Coauthors

• Miguel Rodrigues 11 shared papers
• Hongxiang Fan 8 shared papers
• Wayne Luk 5 shared papers
• Hongyu Zhou 2 shared papers
• Philip Treleaven 2 shared papers
• Reem I. Masoud 2 shared papers
• Shuanglong Liu 2 shared papers
• Xinyu Niu 2 shared papers
• Zhiqiang Que 2 shared papers
• Akilles Rechardt 1 shared papers
• Alessandro Salatiello 1 shared papers
• Alexandra O. Cohen 1 shared papers
• Anna Behler 1 shared papers
• Anton Pashkov 1 shared papers
• Anush Sankaran 1 shared papers
• Bati Yilmaz 1 shared papers
• Bradley C. Love 1 shared papers
• Cedric Archambeau 1 shared papers
• Chloe M. Hall 1 shared papers
• Daniele Marinazzo 1 shared papers