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, Kingma et al., 2021, arXiv:2107.00630 Keyword: DDPM, Variational Lower Bounds Problem: Unstable noise scheduling, finite step diffusion process.
read more
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows, Nielsen et al.
read more
Invertible Residual Networks, Behrmann et al. In ICML 2019, arXiv.
read more
ANF, Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models, Huang et al.
read more
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.
read more
Variational Inference with Normalizing Flows, Rezende and Mohamed, 2015, arXiv Density Estimation using Real NVP, Dinh et al.
read more