Search Results for author: Joong-won Hwang

Found 5 papers, 1 papers with code

OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation

no code implementations18 Mar 2024 Seungbeom Woo, Geonwoo Baek, TaeHoon Kim, Jaemin Na, Joong-won Hwang, Wonjun Hwang

This framework dynamically cycles through multiple target domains, aligning each domain individually to restrain the biased alignment problem, and utilizes Fisher information to minimize the forgetting of knowledge from previous target domains.

Domain Adaptation Multi-target Domain Adaptation +1

Adversarial Training with Stochastic Weight Average

no code implementations21 Sep 2020 Joong-won Hwang, Youngwan Lee, Sungchan Oh, Yuseok Bae

Moreover, we further improved SWA to be adequate to adversarial training.

An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection

14 code implementations22 Apr 2019 Youngwan Lee, Joong-won Hwang, Sangrok Lee, Yuseok Bae, Jongyoul Park

As DenseNet conserves intermediate features with diverse receptive fields by aggregating them with dense connection, it shows good performance on the object detection task.

object-detection Real-Time Object Detection +2

Rank of Experts: Detection Network Ensemble

no code implementations1 Dec 2017 Seung-Hwan Bae, Youngwan Lee, Youngjoo Jo, Yuseok Bae, Joong-won Hwang

The recent advances of convolutional detectors show impressive performance improvement for large scale object detection.

Object object-detection +1

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