威尼斯人娱乐场

Math+ML+X Seminar Series

Organizer：

Angelica Aviles-Rivero

Speaker：

Seongmin Hong (Seoul National University)

Time：

Mon., 16:00

March 3, 2025

Online：

Voov (Tencent): 532-632-685

Title:

Inversion of Deep Generative Models

Abstract：

In this seminar, Seongmin Hong will present his recent work on deep generative models, focusing on inversion methods. Topics will include:

--Gradient-free decoder inversion in latent diffusion models

--Exact inversion techniques in DPM-solvers

--The robustness of normalizing flows for inverse problems

--Neural diffeomorphic non-uniform B-spline flows