News
19th – 25th June 2021 (virtual)
We are presenting 1 main conference paper, 2 (+1) workshop challenge winning methods and 1 invited workshop paper.Wednesday, June 23, 2021 6:00AM–8:30AM EDT | 7:00PM–9:30PM KST
We present a method to use the samples in episodic memory and an evaluation protocol for practical and realistic class incremental learning.
(Collaborated with NAVER AI)
Saturday, June 19 12:10PM EDT | Sunday, June 20 1:10AM KST
Event-based vision workshop
We present two methods in the workshop challenge. Here is the results.
(Collaborated with Prof. Kuk-Jin Yoon @ KAIST)
(1) EI-Stereo: (competition winner) using event and image information to estimate depth by stereo vision.
EI-Stereo: Stereo Depth Estimation from Events and Intensity Images
S. Mohammad Mostafavi I., Yeongwoo Nam, Kuk-Jin Yoon and Jonghyun Choi
Technical Report (presented at CVPR Workshop on event vision 2021)
PDF(2) E-Stereo: (4th place) using event only on the same pipeline of EI-Stereo to estimate depth by stereo vision.
E-Stereo: Stereo Depth Estimation from Event Cameras
Yeongwoo Nam, S. Mohammad Mostafavi I., Kuk-Jin Yoon and Jonghyun Choi
Technical Report (presented at CVPR Workshop on event vision 2021)
PDFSunday, June 20 4:00PM PDT | Monday, June 21 8:00AM KST
2nd Embodied AI workshop
We present a method in the 'ALFRED challenge' in 'interaction challenge' section in the workshop. Here is the results.
(We win the 2nd place two years in a row! Collaborated with Dr. Roozbeh Mottaghi @ AI2)
ABP (Agent with the Big Picture): (2nd place)
Friday, June 25 3:00PM-7:00PM EDT | Saturday, June 26 4:00AM-8:00AM KST
1st workshop on binary network
We present an extended method from our ECCV 2020 paper on Learning Architectures for Binary Networks, named BNAS v2
BNAS v2: A Summary with Empirical Improvements
Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi