Namil Kim

4 papers · 2015–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

ICCV (2) CVPR (1) NeurIPS (1)

Top co-authors

In So Kweon (2) Seokju Lee (1) Yukyung Choi (1) Hyun Seok Hong (1) Tae-Hee Lee (1) Mincheol Chang (1) Jaesik Park (1) Soonmin Hwang (1) Oleksandr Bailo (1) Siyeong Lee (1)

Research topics

Computer Vision (2) Machine Learning (2) Analysis (2) Application Areas (2) Domain-Specific (2) Learning Types · Machine Learning (2) Deep Learning (1) Learning Types · Deep Learning (1)

Keywords

object detection (2) domain adaptation (2) 3d vision (1) pedestrian detection (1) multispectral imaging (1) class imbalance (1) cluster assumption (1) 3d object detection (1) discriminative feature (1) lidar point cloud (1) thermal imaging (1) pseudo lidar (1) pseudo-lidar point cloud (1) point cloud augmentation (1) class imbalance problem (1) adversarial dropout (1) multispectral detection (1) adversarial learning (1) aggregated channel feature (1) data augmentation (1)

Papers

Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem NeurIPS 2024 Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation ICCV 2019 VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV 2017 Multispectral Pedestrian Detection: Benchmark Dataset and Baseline CVPR 2015