Search Results for author: Kwonyoung Kim

Found 4 papers, 4 papers with code

Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping

1 code implementation1 Apr 2024 Hyeongjun Kwon, Jinhyun Jang, Jin Kim, Kwonyoung Kim, Kwanghoon Sohn

Visual scenes are naturally organized in a hierarchy, where a coarse semantic is recursively comprised of several fine details.

Image Classification Scene Understanding

TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization

1 code implementation16 Mar 2023 Tuan N. Tang, Kwonyoung Kim, Kwanghoon Sohn

To this end, we introduce TemporalMaxer, which minimizes long-term temporal context modeling while maximizing information from the extracted video clip features with a basic, parameter-free, and local region operating max-pooling block.

Temporal Action Localization Video Understanding

SimOn: A Simple Framework for Online Temporal Action Localization

1 code implementation8 Nov 2022 Tuan N. Tang, Jungin Park, Kwonyoung Kim, Kwanghoon Sohn

In addition, the evaluation for Online Detection of Action Start (ODAS) demonstrates the effectiveness and robustness of our method in the online setting.

Temporal Action Localization

PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation

1 code implementation27 Jul 2022 Kwonyoung Kim, Jungin Park, Jiyoung Lee, Dongbo Min, Kwanghoon Sohn

To mitigate this issue, we propose to incorporate an auxiliary point-selective network into a meta-learning framework, called PointFix, to provide a robust initialization of stereo models for online stereo adaptation.

Autonomous Driving Meta-Learning

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