Ildoo Kim

activity

20132021

most citedtorchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models

32 citations · 73 across the 12 of their papers we have counts for

collaborators

Showing 2019Show all

3 papers · 1 filter

cs.LG2019

Fast AutoAugment

Sungbin Lim, Ildoo Kim, Taesup Kim +2

Data augmentation is an essential technique for improving generalization ability of deep learning models. Recently, AutoAugment has been proposed as an algorithm to automatically s…

math.PR2019★ 1 cited

A sharp $L_{p}$ -regularity result for second-order stochastic partial differential equations with unbounded and fully degenerate leading coefficients

Ildoo Kim, Kyeong-hun Kim

We present existence, uniqueness, and sharp regularity results of solution to the stochastic partial differential equation (SPDE) \begin{align} \label{abs eqn} du=(a^{ij}(ω,t)u_{x^…

physics.flu-dyn2019

On the morphology of two-dimensional laminar vortex streets behind triangles

Ildoo Kim

The two-dimensional laminar vortex streets behind a triangle have two morphologically distinct structures depending on the Reynolds number and the aspect ratio of the triangle. The…

Fast AutoAugment

A sharp Lp​-regularity result for second-order stochastic partial differential equations with unbounded and fully degenerate leading coefficients

On the morphology of two-dimensional laminar vortex streets behind triangles

A sharp $L_{p}$ -regularity result for second-order stochastic partial differential equations with unbounded and fully degenerate leading coefficients