Turn harvested papers into interactive knowledge
Vahid (Visual Knowledge Based) harvests research across vision, learning, systems and knowledge engineering — extracting grounded evidence, tracing problems to solutions and making every claim explorable through graphs, timelines, matrices and simulations.
Workflow
From harvest to interactive dashboard
Papers go from raw PDFs to traceable knowledge: extracted, grounded against the corpus and surfaced as dashboards, graphs and hands-on simulations.
Harvest
Open corpora, arXiv records and publisher PDFs are collected per research topic.
4,017 papers
Extract
Text, figures, benchmarks and quotes are pulled out and linked back to their page.
page-level evidence
Ground
Claims are verified against the corpus. Unsupported statements are withheld.
no hallucination policy
Visualize
Graphs, timelines, matrices and simulations make the knowledge explorable.
191 views
Vision & Perception
Pixels, point clouds and radio signals turned into structured understanding.
Models & Learning
How networks are shaped, searched, compressed and made useful.
Systems & Architecture
The software, protocols and design decisions behind working systems.
Knowledge & Enterprise
Representing, organising and applying knowledge at organisational scale.
Dashboard Philosophy
One home for all research modules
Each section inside a module is its own focused dashboard: problem matrices, year-by-year evolution, knowledge graphs, simulators, audit trails and paper explorers. The global home keeps them all discoverable in one place, with consistent navigation and a shared evidence policy across every lab.
Dual dashboards
A global dashboard for the whole corpus, and per-module dashboards for each research area.
Traceable evidence
Every claim links to a paper, page context or is withheld as insufficient evidence.
Interactive learning
Simulators, graphs and timelines turn static literature into something you can operate.
Built for exploration
Jump between modules, filter by year/problem, and follow the lineage from idea to result.
Quick Start
Pick a path
Per-Module Dashboards
Each tab now opens into its own dashboard with consistent headers, section rails and evidence policies — so you can switch modules without losing the visual language of Vahid.