Project Overview
Project Overview

Cyber Security AIxCC Finalist [GIT:theori-io/aixcc-afc-archive, Blog, Whitepaper], 2024.11.~2025.08. : 미국 고등국방연구계획국 DARPA 주관, 오픈소스 프로젝트 취약점 발굴 자동화 시스템 개발 경연 대회 R&R: 보안 자동화 연구원, 취약점 발굴 자동화에 관한 연구...

Variational Diffusion Models
Bayesian Variational Diffusion Models

Variational Diffusion Models, Kingma et al., 2021, arXiv:2107.00630 Keyword: DDPM, Variational Lower Bounds Problem: Unstable noise scheduling, finite step diffusion process.

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SurVAE Flows
Bayesian SurVAE Flows

SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows, Nielsen et al.

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ANF, VFlow
Bayesian ANF, VFlow

ANF, Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models, Huang et al.

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Glow, Flow++
Bayesian Glow, Flow++

Glow: Generative Flow with Invertible 1x1 Convolutions, Kingma and Dhariwal, 2018, arXiv Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design, Jonathan Ho et al.

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