Search Results for author: Hyunwoo Kang

Found 2 papers, 2 papers with code

Date Published Github Stars

OAMixer: Object-aware Mixing Layer for Vision Transformers

2 code implementations • 13 Dec 2022 • Hyunwoo Kang, Sangwoo Mo, Jinwoo Shin

Using the object labels, OAMixer computes a reweighting mask with a learnable scale parameter that intensifies the interaction of patches containing similar objects and applies the mask to the patch mixing layers.

Inductive Bias Object +2

5
Paper
Code

Object-aware Contrastive Learning for Debiased Scene Representation

1 code implementation • NeurIPS 2021 • Sangwoo Mo, Hyunwoo Kang, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin

Contrastive self-supervised learning has shown impressive results in learning visual representations from unlabeled images by enforcing invariance against different data augmentations.

Contrastive Learning Object +2

45
Paper
Code
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