Avatar

Young Kyun Jang

안녕하세요! (Hi),
I am Post-doc Research Scientist @ Meta AI
kyun0914 (at) gmail.com
#representation learning #computervision #nlp #multi-modal #genai

I am currently at Meta AI.
I obtained my PhD at Seoul National University, advised by Prof. Nam Ik Cho.
Here are my Git, Linkedin, Google Scholar.


Preprints

    - UniCVR: Unified Text-Composed Visual Retrieval for Images and Videos, Young Kyun Jang, Donghyun Kim, Bo He, Zihang Meng, Ser-Nam Lim

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

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

    - Distilling Vision-Language Foundation for Efficient Cross-Modal Retrieval, Young Kyun Jang, Donghyun Kim, Ser-Nam Lim, arxiv


Publications

    - 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


Work Experiences


Education


TECHNICAL SKILLS

  • Programming Languages
  • Python / C++ / Matlab
  • Deep Learning Library
  • Pytorch / TensorFlow / Caffe / Keras

Handcrafted by Young Kyun Jang