Essential Body-Joint and Atomic Action Detection for Human Activity Recognition Using Longest Common Subsequence Algorithm. - Sou-Young Jin; Ho-Jin Choi (ACCV Workshops (2), 2012)

An Intelligent Multi-Sensor Surveillance System for Elderly Care. - Sou-Young Jin; Young-Seob Jeong; Chankyu Park; KyoJoong Oh; Ho-Jin Choi (Smart Comput. Rev., 2012)

Clustering space-time interest points for action representation. - Sou-Young Jin; Ho-Jin Choi (ICMV, 2013)

Depth consistency evaluation for error-pose detection. - Sou-Young Jin; Ho-Jin Choi; Youssef Iraqi (ICMV, 2013)

Non-Simultaneous Sampling Deactivation during the Parameter Approximation of a Topic Model. - Young-Seob Jeong; Sou-Young Jin; Ho-Jin Choi (KSII Trans. Internet Inf. Syst., 2013)

Jigsaw puzzle image retrieval via pairwise compatibility measurement. - Sou-Young Jin; Suwon Lee; Nur Aziza Azis; Ho-Jin Choi (BigComp, 2014)

A randomized algorithm for natural object colorization. - Sou-Young Jin; Ho-Jin Choi; Yu-Wing Tai (Comput. Graph. Forum, 2014)

End-to-End Face Detection and Cast Grouping in Movies Using Erdös-Rényi Clustering. - Sou-Young Jin; Hang Su 005; Chris Stauffer; Erik G. Learned-Miller (ICCV, 2017)

Unsupervised Hard Example Mining from Videos for Improved Object Detection. - SouYoung Jin; Aruni RoyChowdhury; Huaizu Jiang; Ashish Singh; Aditya Prasad; Deep Chakraborty; Erik G. Learned-Miller (ECCV (13), 2018)

Automatic Adaptation of Object Detectors to New Domains Using Self-Training. - Aruni RoyChowdhury; Prithvijit Chakrabarty; Ashish Singh; SouYoung Jin; Huaizu Jiang; Liangliang Cao; Erik G. Learned-Miller (CVPR, 2019)

Half&Half: New Tasks and Benchmarks for Studying Visual Common Sense. - Ashish Singh; Hang Su 005; SouYoung Jin; Huaizu Jiang; Chetan Manjesh; Geng Luo; Ziwei He; Li Hong; Erik G. Learned-Miller; Rosie Cowell (CVPR Workshops, 2019)

Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions. - Mathew Monfort; SouYoung Jin; Alexander H. Liu; David Harwath; Rogério Feris; James R. Glass; Aude Oliva (CVPR, 2021)

Cross-Modal Discrete Representation Learning. - Alexander H. Liu; SouYoung Jin; Cheng-I Lai; Andrew Rouditchenko; Aude Oliva; James R. Glass (ACL (1), 2022)

How Transferable are Video Representations Based on Synthetic Data? - Yo-whan Kim; Samarth Mishra; SouYoung Jin; Rameswar Panda; Hilde Kuehne; Leonid Karlinsky; Venkatesh Saligrama; Kate Saenko; Aude Oliva; Rogério Feris (NeurIPS, 2022)

Leveraging Temporal Context in Low Representational Power Regimes. - Camilo Luciano Fosco; SouYoung Jin; Emilie Josephs; Aude Oliva (CVPR, 2023)

Learning Human Action Recognition Representations Without Real Humans. - Howard Zhong; Samarth Mishra; Donghyun Kim 006; SouYoung Jin; Rameswar Panda; Hilde Kuehne; Leonid Karlinsky; Venkatesh Saligrama; Aude Oliva; Rogério Feris (NeurIPS, 2023)

LangNav: Language as a Perceptual Representation for Navigation. - Bowen Pan; Rameswar Panda; SouYoung Jin; Rogério Feris; Aude Oliva; Phillip Isola; Yoon Kim (NAACL-HLT (Findings), 2024)

Multi-layer Learnable Attention Mask for Multimodal Tasks. - Wayner Barrios; SouYoung Jin (CoRR, 2024)

Is Attention All You Need For Actigraphy? Foundation Models of Wearable Accelerometer Data for Mental Health Research. - Franklin Y. Ruan; Aiwei Zhang; Jenny Y. Oh; SouYoung Jin; Nicholas C. Jacobson (CoRR, 2024)

FT2TF: First-Person Statement Text-to-Talking Face Generation. - Xingjian Diao; Ming Cheng 004; Wayner Barrios; SouYoung Jin (WACV, 2025)

MoDA: Modulation Adapter for Fine-Grained Visual Grounding in Instructional MLLMs. - Wayner Barrios; Andrés Villa; Juan León Alcázar; SouYoung Jin; Bernard Ghanem (CoRR, 2025)