WACV VisionDocsFeb 2026
Improving End-to-End Models for Form Understanding with Synthetic Ground Truth Pairs
Methods for improving document understanding models using synthetic ground truth pairs of form data...
EXPEDITION ROUTES
Research Territories
Computer Vision
Document understanding, form parsing, and end-to-end visual models with synthetic ground truth.
1 active projects →Synthetic Data
Generating synthetic ground truth pairs for training robust document and form understanding models.
1 active projects →Computer Use
Building foundational components for long-horizon autonomous computer use tasks.
1 active projects →Visual Odometry
Sensor fusion and data collection for visual inertial odometry in aerospace applications.
1 active projects →ACTIVE EXPEDITIONS
Current Projects
Long-Horizon Computer Use
ActiveBuilding and expanding foundational components critical to enabling long-horizon autonomous computer use tasks.
AgentsInfrastructure
Publication coming soon
Aerospace VIO
ActiveData collection and sensor fusion for visual inertial odometry on dynamical kinetic systems (drones).
VisionRobotics
Publication coming soon
“No gods, no masters—
only open questions.”
Like the legendary pirate utopia, Libertalia is built on principles of freedom and collective endeavor. We believe the most important problems in AI require open collaboration, reproducible research, and tools that belong to everyone.
Open by Default
All research, code, and datasets published under permissive licenses.
Reproducible Science
Every paper includes complete training configs and evaluation scripts.
Community Governed
Research directions decided collectively by active contributors.
CAPTAIN'S LOG
All publications →Published Research
JNSM2024
Benchmarking Large Language Models for Log Analysis, Security, and Interpretation
Benchmarking LLMs for security log analysis. Introduces LLM4Sec pipeline achieving 0.998 F1-Score...
ICCV Workshop2021
CONet: Channel Optimization for Convolutional Neural Networks
Neural architecture optimization focusing on channel configurations for improved CNN efficiency...
THE CREW
Founding Team
Libertalia is led by researchers and engineers with experience across ML, security, and startups.
Andre Fu
Co-Founder
YC W24 Founder. Ex-Twitch, Ex-Microsoft ML. CVPR, ICCV.
Egil Karlsen
Co-Founder
VAKTROS CEO. MSc CS (Security & ML). Canadian CTF Champion.
Taha Mohamad
Co-Founder
Deep Tech Fund Advisors. YC'24. Compound (acquired).
