Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method. - Hwejin Jung; Bumsoo Kim 005; Inyeop Lee; Junhyun Lee; Jaewoo Kang (BMC Medical Imaging, 2018)

UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection. - Bumsoo Kim 005; Taeho Choi; Jaewoo Kang; Hyunwoo J. Kim (ECCV (15), 2020)

HOTR: End-to-End Human-Object Interaction Detection With Transformers. - Bumsoo Kim 005; Junhyun Lee; Jaewoo Kang; Eun-Sol Kim; Hyunwoo J. Kim (CVPR, 2021)

MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection. - Bumsoo Kim 005; Jonghwan Mun; Kyoung-Woon On; Minchul Shin; Junhyun Lee; Eun-Sol Kim (CVPR, 2022)

UniCLIP: Unified Framework for Contrastive Language-Image Pre-training. - Janghyeon Lee 001; Jongsuk Kim; Hyounguk Shon; Bumsoo Kim 005; Seung Hwan Kim; Honglak Lee; Junmo Kim 002 (NeurIPS, 2022)

Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining. - Bumsoo Kim 005; Yeonsik Jo; Jinhyung Kim; Seung-Hwan Kim (ICCV, 2023)

Co-Attention Graph Pooling for Efficient Pairwise Graph Interaction Learning. - Junhyun Lee; Bumsoo Kim 005; Minji Jeon; Jaewoo Kang (IEEE Access, 2023)

Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders. - Bumsoo Kim 005; Jinhyung Kim; Yeonsik Jo; Seung Hwan Kim (AAAI, 2024)

See It All: Contextualized Late Aggregation for 3D Dense Captioning. - Minjung Kim 001; Hyung Lim; Seung Hwan Kim; Soonyoung Lee; Bumsoo Kim 005; Gunhee Kim (ACL (Findings), 2024)

Bi-directional Contextual Attention for 3D Dense Captioning. - Minjung Kim 001; Hyung Suk Lim; Soonyoung Lee; Bumsoo Kim 005; Gunhee Kim (ECCV (18), 2024)

UNSPAT: Uncertainty-Guided SpatioTemporal Transformer for 3D Human Pose and Shape Estimation on Videos. - Minsoo Lee; Hyunmin Lee 001; Bumsoo Kim 005; Seunghwan Kim (WACV, 2024)

See It All: Contextualized Late Aggregation for 3D Dense Captioning. - Minjung Kim 001; Hyung Suk Lim; Seung Hwan Kim; Soonyoung Lee; Bumsoo Kim 005; Gunhee Kim (CoRR, 2024)

ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition. - Seungdong Yoa; Seungjun Lee; Hye-Seung Cho; Bumsoo Kim 005; Woohyung Lim (AAAI, 2025)

Is 'Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning. - Ji Hyeok Jung; Eun Tae Kim; Seo Yeon Kim; Joo Ho Lee; Bumsoo Kim 005; Buru Chang (CVPR, 2025)

Generative Modeling of Class Probability for Multi-Modal Representation Learning. - Jungkyoo Shin; Bumsoo Kim 005; Eunwoo Kim (CVPR, 2025)

Understanding and Tackling Over-Dilution in Graph Neural Networks. - Junhyun Lee; Veronika Thost; Bumsoo Kim 005; Jaewoo Kang; Tengfei Ma 001 (KDD (2), 2025)