First-Person View Hand Segmentation of Multi-Modal Hand Activity Video Dataset. - Sangpil Kim; Hyung-Gun Chi; Xiao Hu 004; Anirudh Vegesana; Karthik Ramani (BMVC, 2020)

A Large-Scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks. - Sangpil Kim; Hyung-Gun Chi; Xiao Hu 004; Qixing Huang; Karthik Ramani (ECCV (18), 2020)

Latent transformations neural network for object view synthesis. - Sangpil Kim; Nick Winovich; Hyung-Gun Chi; Guang Lin 001; Karthik Ramani (Vis. Comput., 2020)

Object Synthesis by Learning Part Geometry with Surface and Volumetric Representations. - Sangpil Kim; Hyung-Gun Chi; Karthik Ramani (Comput. Aided Des., 2021)

Egocentric View Hand Action Recognition by Leveraging Hand Surface and Hand Grasp Type. - Sangpil Kim; Jihyun Bae; Hyung-Gun Chi; Sunghee Hong; Byoung Soo Koh; Karthik Ramani (CoRR, 2021)

InfoGCN: Representation Learning for Human Skeleton-based Action Recognition. - Hyung-Gun Chi; Myoung Hoon Ha; Seung-geun Chi; Sang Wan Lee; Qixing Huang; Karthik Ramani (CVPR, 2022)

Functional Hand Type Prior for 3D Hand Pose Estimation and Action Recognition from Egocentric View Monocular Videos. - Wonseok Roh; Seung Hyun Lee; Won Jeong Ryoo; Jakyung Lee; Gyeongrok Oh; Sooyeon Hwang; Hyung-Gun Chi; Sangpil Kim (BMVC, 2023)

AdamsFormer for Spatial Action Localization in the Future. - Hyung-Gun Chi; Kwonjoon Lee; Nakul Agarwal; Yi Xu 005; Karthik Ramani; Chiho Choi (CVPR, 2023)

Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction. - Yi Xu 005; Armin Bazarjani; Hyung-Gun Chi; Chiho Choi; Yun Fu 001 (CVPR, 2023)

Pose Relation Transformer Refine Occlusions for Human Pose Estimation. - Hyung-Gun Chi; Seung-geun Chi; Stanley Chan; Karthik Ramani (ICRA, 2023)

InfoGCN++: Learning Representation by Predicting the Future for Online Human Skeleton-based Action Recognition. - Seung-geun Chi; Hyung-Gun Chi; Qixing Huang; Karthik Ramani (CoRR, 2023)

Simplification of 3D CAD Model in Voxel Form for Mechanical Parts Using Generative Adversarial Networks. - Hyunoh Lee; Jinwon Lee; Soonjo Kwon; Karthik Ramani; Hyung-Gun Chi; Duhwan Mun (Comput. Aided Des., 2023)

Higher-order Relational Reasoning for Pedestrian Trajectory Prediction. - Sungjune Kim; Hyung-Gun Chi; Hyerin Lim; Karthik Ramani; Jinkyu Kim 001; Sangpil Kim (CVPR, 2024)

M2D2M: Multi-Motion Generation from Text with Discrete Diffusion Models. - Seung-geun Chi; Hyung-Gun Chi; Hengbo Ma; Nakul Agarwal; Faizan Siddiqui 001; Karthik Ramani; Kwonjoon Lee (ECCV (14), 2024)

Enhanced Motion Forecasting with Visual Relation Reasoning. - Sungjune Kim; Hadam Baek; Seunggwan Lee; Hyung-Gun Chi; Hyerin Lim; Jinkyu Kim 001; Sangpil Kim (ECCV (56), 2024)

VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions. - Seokha Moon; Hyun Woo; Hongbeen Park; Haeji Jung; Reza Mahjourian; Hyung-Gun Chi; Hyerin Lim; Sangpil Kim; Jinkyu Kim 001 (ECCV (6), 2024)

Egocentric View Hand Action Recognition by Leveraging Hand Surface and Hand Grasp Type. - DongYoon Seo; Hyung-Gun Chi; Sunghee Hong; Byoung Soo Koh; Karthik Ramani; Sangpil Kim (ICPRAI (1), 2024)

Multi-Modal Representation Learning with Tactile Data. - Hyung-Gun Chi; Jose A. Barreiros; Jean Mercat; Karthik Ramani; Thomas Kollar (IROS, 2024)

Enhanced fringe-to-phase framework using deep learning. - Won-Hoe Kim; Bongjoong Kim; Hyung-Gun Chi; Jae-Sang Hyun (CoRR, 2024)

Novel approach for fast structured light framework using deep learning. - Won-Hoe Kim; Bongjoong Kim; Hyung-Gun Chi; Jae-Sang Hyun (Image Vis. Comput., 2024)

Robust sound-guided image manipulation. - Seung Hyun Lee; Hyung-Gun Chi; Gyeongrok Oh; Wonmin Byeon; Sang Ho Yoon; Hyunje Park; Wonjun Cho; Jinkyu Kim 001; Sangpil Kim (Neural Networks, 2024)

Interacting Objects: A Dataset of Object-Object Interactions for Richer Dynamic Scene Representations. - Asim Unmesh; Rahul Jain 018; Jingyu Shi; V. K. Chaithanya Manam; Hyung-Gun Chi; Subramanian Chidambaram; Alexander J. Quinn; Karthik Ramani (IEEE Robotics Autom. Lett., 2024)

CARING-AI: Towards Authoring Context-aware Augmented Reality INstruction through Generative Artificial Intelligence. - Jingyu Shi; Rahul Jain 018; Seunggeun Chi; Hyungjun Doh; Hyung-Gun Chi; Alexander J. Quinn; Karthik Ramani (CHI, 2025)

CARING-AI: Towards Authoring Context-aware Augmented Reality INstruction through Generative Artificial Intelligence. - Jingyu Shi; Rahul Jain 018; Seungguen Chi; Hyungjun Doh; Hyung-Gun Chi; Alexander J. Quinn; Karthik Ramani (CoRR, 2025)

InfoGCN++: Learning Representation by Predicting the Future for Online Skeleton-Based Action Recognition. - Seung-geun Chi; Hyung-Gun Chi; Qixing Huang; Karthik Ramani (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective. - Hyung-Gun Chi; Zakaria Aldeneh; Tatiana Likhomanenko; Oggi Rudovic; Takuya Higuchi; Li-Wei Chen; Shinji Watanabe 001; Ahmed Hussen Abdelaziz (CoRR, 2025)

Adaptive Knowledge Distillation for Device-Directed Speech Detection. - Hyung-Gun Chi; Florian Pesce; Wonil Chang; Oggi Rudovic; Arturo Argueta; Stefan Braun; Vineet Garg; Ahmed Hussen Abdelaziz (CoRR, 2025)