Completing 3D object shape from one depth image. - Jason Rock; Tanmay Gupta; Justin Thorsen; JunYoung Gwak; Daeyun Shin; Derek Hoiem (CVPR, 2015)

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction. - Christopher B. Choy; Danfei Xu; JunYoung Gwak; Kevin Chen 001; Silvio Savarese (ECCV (8), 2016)

Universal Correspondence Network. - Christopher B. Choy; JunYoung Gwak; Silvio Savarese; Manmohan Krishna Chandraker (NIPS, 2016)

Weakly Supervised 3D Reconstruction with Adversarial Constraint. - JunYoung Gwak; Christopher B. Choy; Manmohan Chandraker; Animesh Garg; Silvio Savarese (3DV, 2017)

SEGCloud: Semantic Segmentation of 3D Point Clouds. - Lyne P. Tchapmi; Christopher B. Choy; Iro Armeni; JunYoung Gwak; Silvio Savarese (3DV, 2017)

Weakly Supervised Generative Adversarial Networks for 3D Reconstruction. - JunYoung Gwak; Christopher B. Choy; Animesh Garg; Manmohan Chandraker; Silvio Savarese (CoRR, 2017)

DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image. - Andrey Kurenkov; Jingwei Ji; Animesh Garg; Viraj Mehta; JunYoung Gwak; Christopher B. Choy; Silvio Savarese (WACV, 2018)

4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks. - Christopher B. Choy; JunYoung Gwak; Silvio Savarese (CVPR, 2019)

Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression. - Hamid Rezatofighi; Nathan Tsoi; JunYoung Gwak; Amir Sadeghian; Ian D. Reid 001; Silvio Savarese (CVPR, 2019)

3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera. - Iro Armeni; Zhi-Yang He; Amir Zamir; JunYoung Gwak; Jitendra Malik; Martin Fischer 010; Silvio Savarese (ICCV, 2019)

JRDB: A Dataset and Benchmark for Visual Perception for Navigation in Human Environments. - Roberto Martín-Martín; Hamid Rezatofighi; Abhijeet Shenoi; Mihir Patel; JunYoung Gwak; Nathan Dass; Alan Federman; Patrick Goebel; Silvio Savarese (CoRR, 2019)

Generative Sparse Detection Networks for 3D Single-Shot Object Detection. - JunYoung Gwak; Christopher B. Choy; Silvio Savarese (ECCV (4), 2020)

JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset. - Abhijeet Shenoi; Mihir Patel; JunYoung Gwak; Patrick Goebel; Amir Sadeghian; Hamid Rezatofighi; Roberto Martín-Martín; Silvio Savarese (IROS, 2020)

Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking. - JunYoung Gwak; Silvio Savarese; Jeannette Bohg (CoRR, 2022)

JRDB: A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments. - Roberto Martín-Martín; Mihir Patel; Hamid Rezatofighi; Abhijeet Shenoi; JunYoung Gwak; Eric Frankel; Amir Sadeghian; Silvio Savarese (IEEE Trans. Pattern Anal. Mach. Intell., 2023)