Sequence-to-Sequence Prediction of Vehicle Trajectory via LSTM Encoder-Decoder Architecture. - SeongHyeon Park; Byeongdo Kim; Chang Mook Kang; Chung Choo Chung; Jun Won Choi (Intelligent Vehicles Symposium, 2018)

ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection. - Jin Hyeok Yoo; SeongHyeon Park; Jun Won Choi (CoRR, 2019)

Diverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding. - Seong Hyeon Park; Gyubok Lee; Jimin Seo; Manoj Bhat; Minseok Kang; Jonathan Francis; Ashwin R. Jadhav; Paul Pu Liang; Louis-Philippe Morency (ECCV (11), 2020)

LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents. - Byeoungdo Kim; SeongHyeon Park; Seokhwan Lee; Elbek Khoshimjonov; Dongsuk Kum; Junsoo Kim; Jeong Soo Kim; Jun Won Choi (CVPR, 2021)

K-centered Patch Sampling for Efficient Video Recognition. - Seong Hyeon Park; Jihoon Tack; Byeongho Heo; Jung-Woo Ha 001; Jinwoo Shin (ECCV (35), 2022)

IFSeg: Image-free Semantic Segmentation via Vision-Language Model. - Sukmin Yun; Seong Hyeon Park; Paul Hongsuck Seo; Jinwoo Shin (CVPR, 2023)

TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation. - Seong Hyeon Park; Huiwon Jang; Byungwoo Jeon; Sukmin Yun; Paul Hongsuck Seo; Jinwoo Shin (NeurIPS, 2024)

Tabular Transfer Learning via Prompting LLMs. - Jaehyun Nam; Woomin Song; Seong Hyeon Park; Jihoon Tack; Sukmin Yun; Jaehyung Kim 001; Kyu Hwan Oh; Jinwoo Shin (CoRR, 2024)

Learning Multi-frame and Monocular Prior for Estimating Geometry in Dynamic Scenes. - Seong Hyeon Park; Jinwoo Shin (CoRR, 2025)