• Spatial Inteliigence
• Transfer Learning
• Generative Methods

• Conferences

ContactField: Implicit Field Representation for Multi-Person Interaction Geometry
Hansol Lee, Tackgeun You, Hansoo Park, Woohyeon Shim, Sanghyeon Kim, Hwasup Lim
To Appear in NeurIPS 2024

Generative Neural Fields by Mixtures of Neural Implicit Functions
Tackgeun You, Mijeong Kim, Jungtaek Kim, Bohyung Han
NeurIPS 2023 [ArXiv] [Github]

Locally Hierarchical Auto-Regressive Modeling for Image Generation
Tackgeun You, Saehoon Kim, Chiheon Kim, Doyup Lee, Bohyung Han
NeurIPS 2022 [OpenReview] [Github]

Traffic Accident Benchmark for Causality Recognition
Tackgeun You, Bohyung Han,
ECCV 2020 [Paper] [Github]

Domain Specific Batch Normalization for Unsupervised Domain Adaptation
Woong-Gi Chang*, Tackgeun You*, Seonguk Seo*, Suha Kwak, Bohyung Han, (*equal contribution)
CVPR 2019 [Paper] [Github]

Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization
Hyeonwoo Noh, Tackgeun You, Jonghwan Mun, Bohyung Han,
NIPS 2017 [NIPS Link] [ArXiv]

Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han,
ICML 2015 [Project Page] [PMLR Link]

• Journal

Bayesian Optimization with Approximate Set Kernels
Jungtaek Kim, Michael McCourt, Tackgeun You, Saehoon Kim, Seungjin Choi,
Machine Learning, January 22, 2021 [Paper]

Detection and Tracking for Forward Collision Warning System
Real-time Object Tracking, Distance Estimation in single camera
erae Automotive, South Korea (Jan 2016~April 2016)

• NAVER Ph.D. Fellowship, NAVER Corp., 2020
• National Science and Engineering Undergraduate Scholarship, Korea Student Aid Foundation (KOSAF), 2010-2013

• Teaching Assistant, CSED441 Introduction to Computer Vision (Fall 2016, 2017)
• Teaching Assistant, CSED231 Data Structures, (Fall 2014)