Jihwan Bang
jhbang1422@gmail.com | jihwbang@qti.qualcomm.com
Senior AI/ML Researcher
I'm an AI/ML researcher with a passion for efficiency. Currently, I hold the role of Senior AI/ML Researcher at
Qualcomm AI Research
, where I lead cutting-edge projects in the field of artificial intelligence and machine learning.
My journey in AI began at
NAVER
, where I honed my skills and gained invaluable experience. My expertise lies in developing AI models tailored for end devices, with a primary focus on areas like face recognition, face spoofing detection, and portrait segmentation. I've dedicated my career to crafting AI solutions that deliver exceptional performance while keeping resource usage in check.
I'm not just about creating models; I'm also adept at building robust data and model serving pipelines. I specialize in maintaining model performance even when faced with limited label budgets, employing Active Learning techniques to make the most out of available resources. My approach to training models is centered around efficiency, utilizing Continual Learning methods to ensure optimal results.
If you're interested in delving deeper into my work and accomplishments, feel free to download my
resume
. I'm always eager to connect with fellow enthusiasts and professionals in the AI/ML community.
Let's make AI work smarter, not harder!
News
[2024.05] Our Prompt-OVD paper was accepted in
Journal of Pattern Recognition
.
[2024.05] Our Crayon paper was accepted in
ACL 2024
.
[2024.04] Our SemPrompt paper was accepted in
ICML 2024
.
[2024.03] Our PCB paper was accepted in
CVPR 2024
.
[2023.12] Our DropTop paper was accepted in
AAAI 2024
.
[2023.07] Our DAP paper was accepted as an oral paper in
ICCV 2023
.
[2023.04] I joined
Qualcomm AI Research
.
[2023.01] Two papers were accepted in
ICLR 2023
.
[2022.08] Our Meta-Query-Net paper was accepted in
NeurIPS 2022
.
[2022.03] Our PuriDivER paper was accepted in
CVPR 2022
.
[2021.12] Got CLOVA WOW Award!!
[2021.12] New patent was filed!
[2021.02] Our rainbow memory paper was accepted in
CVPR 2021
.