Antonin Sulc

According to our database, Antonin Sulc authored at least 34 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Event Embedding of Protein Networks : Compositional Learning of Biological Function.

Antonin Sulc

CoRR, April, 2026

Modal Logical Neural Networks for Financial AI.

Antonin Sulc

CoRR, March, 2026

Continuous Modal Logical Neural Networks: Modal Reasoning via Stochastic Accessibility.

Antonin Sulc

CoRR, March, 2026

Differentiable Modal Logic for Multi-Agent Diagnosis, Orchestration and Communication.

Antonin Sulc

CoRR, February, 2026

Solving PDEs in One Shot via Fourier Features with Exact Analytical Derivatives.

Antonin Sulc

CoRR, February, 2026

Differentiable Logical Programming for Quantum Circuit Discovery and Optimization.

Antonin Sulc

CoRR, February, 2026

2025

From Natural Language to Control Signals: A Conceptual Framework for Semantic Channel Finding in Complex Experimental Infrastructure.

Thorsten Hellert, Nikolay Agladze, Alex Giovannone, Jan Jug, Frank Mayet, Mark Sherwin, Antonin Sulc, Chris Tennant

CoRR, December, 2025

Modal Logical Neural Networks.

Antonin Sulc

CoRR, December, 2025

Agentic AI for Multi-Stage Physics Experiments at a Large-Scale User Facility Particle Accelerator.

Thorsten Hellert, Drew Bertwistle, Simon C. Leemann, Antonin Sulc, Marco Venturini

CoRR, September, 2025

Unsupervised Anomaly Detection in ALS EPICS Event Logs.

Antonin Sulc, Thorsten Hellert, Steven Hunt

CoRR, September, 2025

Event2Vec: A Geometric Approach to Learning Composable Representations of Event Sequences.

Antonin Sulc

CoRR, September, 2025

Neuro-Symbolic Agents with Modal Logic for Autonomous Diagnostics.

Antonin Sulc, Thorsten Hellert

CoRR, September, 2025

Quantum Noise Tomography with Physics-Informed Neural Networks.

Antonin Sulc

CoRR, September, 2025

A Straightforward Pipeline for Targeted Entailment and Contradiction Detection.

Antonin Sulc

CoRR, August, 2025

Alpha Berkeley: A Scalable Framework for the Orchestration of Agentic Systems.

Thorsten Hellert, João Montenegro, Antonin Sulc

CoRR, August, 2025

eLog analysis for accelerators: status and future outlook.

Antonin Sulc, Thorsten Hellert, Aaron Zachary Reed, Adam Carpenter, Alex Bien, Chris Tennant, Claudio Bisegni, Daniel Lersch, Daniel Ratner, David Lawrence, Diana McSpadden, Hayden Hoschouer, Jason St. John, Thomas Britton

CoRR, June, 2025

2024

Towards Agentic AI on Particle Accelerators.

Antonin Sulc, Thorsten Hellert, Raimund Kammering, Hayden Houscher, Jason St. John

CoRR, 2024

Towards Unlocking Insights from Logbooks Using AI.

Antonin Sulc, Alex Bien, Annika Eichler, Daniel Ratner, Florian Rehm, Frank Mayet, Gregor Hartmann, Hayden Hoschouer, Henrik Tünnermann, Jan Kaiser, Jason St. John, Jennefer Maldonado, Kyle J. Hazelwood, Raimund Kammering, Thorsten Hellert, Tim Wilksen, Verena Kain, Wan-Lin Hu

CoRR, 2024

Automated Anomaly Detection on European XFEL Klystrons.

Antonin Sulc, Annika Eichler, Tim Wilksen

CoRR, 2024

2023

PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators.

Antonin Sulc, Raimund Kammering, Annika Eichler, Tim Wilksen

CoRR, 2023

Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search.

Antonin Sulc, Annika Eichler, Tim Wilksen

CoRR, 2023

Log Anomaly Detection on EuXFEL Nodes.

Antonin Sulc, Annika Eichler, Tim Wilksen

CoRR, 2023

2021

Towards Monocular Shape from Refraction.

Antonin Sulc, Imari Sato, Bastian Goldluecke, Tali Treibitz

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Light Field Analysis for Non-Lambertian Scenes.

Antonin Sulc

PhD thesis, 2020

2019

Depth from Spectral Defocus Blur.

Shin Ishihara, Antonin Sulc, Imari Sato

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

An Epipolar Volume Autoencoder With Adversarial Loss for Deep Light Field Super-Resolution.

Minchen Zhu, Anna Alperovich, Ole Johannsen, Antonin Sulc, Bastian Goldluecke

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017

Inverse Lightfield Rendering for Shape, Reflection and Natural Illumination.

Antonin Sulc, Ole Johannsen, Bastian Goldluecke

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

A Taxonomy and Evaluation of Dense Light Field Depth Estimation Algorithms.

Ole Johannsen, Katrin Honauer, Bastian Goldluecke, Anna Alperovich, Federica Battisti, Yunsu Bok, Michele Brizzi, Marco Carli, Gyeongmin Choe, Maximilian Diebold, Marcel Gutsche, Hae-Gon Jeon, In So Kweon, Jaesik Park, Jinsun Park, Hendrik Schilling, Hao Sheng, Lipeng Si, Michael Strecke, Antonin Sulc, Yu-Wing Tai, Qing Wang, Ting-Chun Wang, Sven Wanner, Zhang Xiong, Jingyi Yu, Shuo Zhang, Hao Zhu

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Reflection Separation in Light Fields based on Sparse Coding and Specular Flow.

Antonin Sulc, Anna Alperovich, Nico Marniok, Bastian Goldluecke

Proceedings of the 21st International Symposium on Vision, Modeling, and Visualization, 2016

Occlusion-Aware Depth Estimation Using Sparse Light Field Coding.

Ole Johannsen, Antonin Sulc, Bastian Goldluecke

Proceedings of the Pattern Recognition - 38th German Conference, 2016

What Sparse Light Field Coding Reveals about Scene Structure.

Ole Johannsen, Antonin Sulc, Bastian Goldluecke

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Layered Scene Reconstruction from Multiple Light Field Camera Views.

Ole Johannsen, Antonin Sulc, Nico Marniok, Bastian Goldluecke

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Variational Separation of Light Field Layers.

Ole Johannsen, Antonin Sulc, Bastian Goldluecke

Proceedings of the 20th International Symposium on Vision, Modeling, and Visualization, 2015

On Linear Structure from Motion for Light Field Cameras.

Ole Johannsen, Antonin Sulc, Bastian Goldluecke

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015