Publications

- Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models, Young Kyun Jang, Ser-Nam Lim, ICCV2025, arxiv

- Visual Delta Generator with Large Multi-modal Generative Models for Composed Image Retrieval by Harnessing Unlabeled Data, Young Kyun Jang, Donghyun Kim, Scientific Reports

- GOAL: Global-local Object Alignment Learning, Hyungyu Choi*, Young Kyun Jang*, and Chanho Eom, CVPR2025, arxiv

- MATE: Meet At The Embedding - Connecting Images with Long Texts, Young Kyun Jang, Junmo Kang, Yong Jae Lee, Donghyun Kim, EMNLP2024 - Findings , arxiv

- Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval, Young Kyun Jang, Dat Huynh, Ashish Shah, Wen-Kai Chen, Ser-Nam Lim, ECCV2024, arxiv

- Visual Delta Generator with Large Multi-modal Model for Semi-supervised Composed Image Retrieval, Young Kyun Jang*, Donghyun Kim*, Zihang Meng, Dat Huynh, Ser-Nam Lim, CVPR2024, arxiv, project

- MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding, Bo He, Hengduo Li, Young Kyun Jang, Menglin Jia, Xuefei Cao, Ashish Shah, Abhinav Shrivastava, Ser-Nam Lim, CVPR2024, arxiv, project

- On the Robustness of Large Multimodal Models Against Image Adversarial Attacks, Xuanming Cui, Alejandro Aparcedo, Young Kyun Jang, Ser-Nam Lim, CVPR2024, arxiv

- VICT: Visual In-Context Tuning, Young Kyun Jang, Dat Huynh, Zihang Meng, Ser-Nam Lim, ICCV2023 Workshop on Multimodal Foundation Models, pdf

- Deep Hash Distillation for Image Retrieval, Young Kyun Jang, Geonmo Gu, Byungsoo Ko, Isaac Kang, Nam Ik Cho, ECCV2022, arxiv, project

- Self-Supervised Pretraining for Deep Hash-Based Image Retrieval, Haeyoon Yang, Young Kyun Jang, Isaac Kang, Nam Ik Cho, ICIP2022

- Self-supervised product quantization for deep unsupervised image retrieval, Young Kyun Jang, Nam Ik Cho, ICCV2021, arxiv, project

- Generalized Product Quantization Network for Semi-Supervised Image Retrieval, Young Kyun Jang, Nam Ik Cho, CVPR2020, arxiv, project

- Deep face image retrieval for cancelable biometric authentication (Oral), Young Kyun Jang, Nam Ik Cho, AVSS2019

- Deep clustering and block hashing network for face image retrieval, Young Kyun Jang, Dong-ju Jeong, Seok Hee Lee, Nam Ik Cho, ACCV2018