SouYoung Jin

According to our database, SouYoung Jin authored at least 21 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

MoDA: Modulation Adapter for Fine-Grained Visual Grounding in Instructional MLLMs.

Wayner Barrios, Andrés Villa, Juan León Alcázar, SouYoung Jin, Bernard Ghanem

CoRR, June, 2025

FT2TF: First-Person Statement Text-to-Talking Face Generation.

Xingjian Diao, Ming Cheng, Wayner Barrios, SouYoung Jin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

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

Multi-layer Learnable Attention Mask for Multimodal Tasks.

Wayner Barrios, SouYoung Jin

CoRR, 2024

LangNav: Language as a Perceptual Representation for Navigation.

Bowen Pan, Rameswar Panda, SouYoung Jin, Rogério Feris, Aude Oliva, Phillip Isola, Yoon Kim

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2023

Learning Human Action Recognition Representations Without Real Humans.

Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogério Feris

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Leveraging Temporal Context in Low Representational Power Regimes.

Camilo Luciano Fosco, SouYoung Jin, Emilie Josephs, Aude Oliva

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cross-Modal Discrete Representation Learning.

Alexander H. Liu, SouYoung Jin, Cheng-I Lai, Andrew Rouditchenko, Aude Oliva, James R. Glass

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

Half&Half: New Tasks and Benchmarks for Studying Visual Common Sense.

Ashish Singh, Hang Su, SouYoung Jin, Huaizu Jiang, Chetan Manjesh, Geng Luo, Ziwei He, Li Hong, Erik G. Learned-Miller, Rosie Cowell

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

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

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

End-to-End Face Detection and Cast Grouping in Movies Using Erdös-Rényi Clustering.

Sou-Young Jin, Hang Su, Chris Stauffer, Erik G. Learned-Miller

Proceedings of the IEEE International Conference on Computer Vision, 2017

2014

A randomized algorithm for natural object colorization.

Sou-Young Jin, Ho-Jin Choi, Yu-Wing Tai

Comput. Graph. Forum, 2014

Jigsaw puzzle image retrieval via pairwise compatibility measurement.

Sou-Young Jin, Suwon Lee, Nur Aziza Azis, Ho-Jin Choi

Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

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

Depth consistency evaluation for error-pose detection.

Sou-Young Jin, Ho-Jin Choi, Youssef Iraqi

Proceedings of the Sixth International Conference on Machine Vision, 2013

Clustering space-time interest points for action representation.

Sou-Young Jin, Ho-Jin Choi

Proceedings of the Sixth International Conference on Machine Vision, 2013

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

Essential Body-Joint and Atomic Action Detection for Human Activity Recognition Using Longest Common Subsequence Algorithm.

Sou-Young Jin, Ho-Jin Choi

Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012