Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"

Repository hosting the resources for the Lean demo session of my talk presented at the weekly research seminar on CHallenges in ANalysis and GEometry (CHANGE) at the University of Trento on February 11, 2025.

A framework for mapping the internal geometry of transformer representations using angular projection, neuron-level modulation, and epistemically grounded prompts. Based on and extending Bird's original Spotlight Resonance Method (SRM).

🌀 Verifiable multi-agent AI with shadow auditing that transforms uncertain scenarios into transparent, confidence-scored strategic decisions.

Geometric Upright-supine Anatomical Variation Analysis framework

Aldous is a zero-shot semantic telemetry engine that measures emotional valence purely through geometry. Bypassing generative AI, it evaluates text against multivariate Gaussian concepts in constant O(1) time. Features Latent Concept Erasure for transparent, mathematically verifiable safety guardrails.

The Poincaré Conjecture: A Reframed Optimization of the Hamilton-Perelman Proof

Методология Геометрического Анализа Рынка. Классификация рыночных состояний через фазовое пространство.

이륜차 사고 단속 강화를 위한 무인단속기 입지선정

Geometry-first audit interface for evaluating persistence-supported motion structure before downstream analysis.