Publications

[P]: Preprint; [C]: Conference

[P] Consistent Absolute Depth Estimation via Coordinated Feature Synthesis in 3D Space

Subin Kim, Seong Hyeon Park, Sihyun Yu, Kihyuk Sohn and Jinwoo Shin

[C] TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation

Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo and Jinwoo Shin

Conference on Neural Information Processing Systems (NeurIPS), 2024 (spotlight)

[C] Tabular Transfer Learning via Prompting LLMs

Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Kyu Hwan Oh and Jinwoo Shin

Conference on Language Modeling (COLM), 2024

[paper]

[C] IFSeg: Image-free Semantic Segmentation via Vision-Language Model

Sukmin Yun*, Seong Hyeon Park*, Paul Hongsuck Seo and Jinwoo Shin (∗ Contributed equally)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[paper]

[C] K-centered Patch Sampling for Efficient Video Recognition

Seong Hyeon Park, Jihoon Tack, Byeongho Heo, Jung-Woo Ha and Jinwoo Shin

European Conference on Computer Vision (ECCV), 2022

[paper]

[C] LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents

ByeongDo Kim, Seong Hyeon Park, Seokhwan Lee, Elbek Khoshimjonov, Dongsuk Kum, Junsoo Kim, Jeong Soo Kim and Jun-Won Choi

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

[paper]

[C] Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding

Seong Hyeon Park, Gyubok Lee, Minseok Kang, Jimin Seo, Manoj Bhat, Ashwin Jadhav, Jonathan Francis, Paul Liang and Louis-Philippe Morency

European Conference on Computer Vision (ECCV), 2020

[paper]

[C] Sequence-to-Sequence Prediction of Vehicle Trajectory via LSTM Encoder-Decoder Architecture

Seong Hyeon Park, Byeongdo Kim, Chang Mook Kang, Chung Choo Chung and Jun-Won Choi

IEEE Intelligent Vehicles Symposium (IV), 2018 (oral presentation)

[paper]