Search Results for author: Inwoo Hwang

Found 6 papers, 2 papers with code

Text2Scene: Text-driven Indoor Scene Stylization with Part-aware Details

no code implementations CVPR 2023 Inwoo Hwang, Hyeonwoo Kim, Young Min Kim

We propose Text2Scene, a method to automatically create realistic textures for virtual scenes composed of multiple objects.

Learning Geometry-aware Representations by Sketching

no code implementations CVPR 2023 Hyundo Lee, Inwoo Hwang, Hyunsung Go, Won-Seok Choi, Kibeom Kim, Byoung-Tak Zhang

Our method, coined Learning by Sketching (LBS), learns to convert an image into a set of colored strokes that explicitly incorporate the geometric information of the scene in a single inference step without requiring a sketch dataset.

Attribute Semantic Similarity +1

SelecMix: Debiased Learning by Contradicting-pair Sampling

1 code implementation4 Nov 2022 Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

Experiments on standard benchmarks demonstrate the effectiveness of the method, in particular when label noise complicates the identification of bias-conflicting examples.

On the Importance of Critical Period in Multi-stage Reinforcement Learning

no code implementations9 Aug 2022 Junseok Park, Inwoo Hwang, Min Whoo Lee, Hyunseok Oh, Minsu Lee, Youngki Lee, Byoung-Tak Zhang

The initial years of an infant's life are known as the critical period, during which the overall development of learning performance is significantly impacted due to neural plasticity.

reinforcement-learning Reinforcement Learning (RL)

Cannot find the paper you are looking for? You can Submit a new open access paper.