Generative Bias for Robust Visual Question Answering

Jae Won Cho, Dong-Jin Kim, Hyeonggon Ryu, In So Kweon

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[ Paper ]

Received Bronze Prize, 28th Samsung Humantech Paper Awards (Top 2.8%)

Self-Sufficient Framework for Continuous Sign Language Recognition

Youngjoon Jang, Youngtaek Oh, Jae Won Cho, Myungchul Kim, Dong-Jin Kim, In So Kweon, Joon Son Chung

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023

[ Paper ] [ Project ]

Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition

Youngjoon Jang, Youngtaek Oh, Jae Won Cho, Dong-Jin Kim, Joon Son Chung, In So Kweon

British Machine Vision Conference (BMVC), 2022

[ Paper ] [ Project ]

MCDAL: Maximum Classifier Discrepancy for Active Learning

Jae Won Cho*, Dong-Jin Kim*, Yunjae Jung, In So Kweon (* Equal Contribution)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2022). (Impact Factor 14.255)

[ Paper ]

Also presented at "The Workshop on Fine-Grained Visual Categorization" in conjunction with CVPR 2022.

Single-Modal Entropy based Active Learning for Visual Question Answering

Dong-Jin Kim*, Jae Won Cho*, Jinsoo Choi, Yunjae Jung, In So Kweon (* Equal Contribution)

British Machine Vision Conference (BMVC), 2021

[ Paper ]

LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation

Inkyu Shin, Dong-Jin Kim, Jae Won Cho, Sanghyun Woo, Kwanyong Park, In So Kweon

IEEE International Conference on Computer Vision (ICCV), 2021 [Oral] (acceptance rate 3%)

[ Paper ]

Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation

Antyanta Bangunharcana, Jae Won Cho, Seokju Lee, In So Kweon, Kyung-Soo Kim, Soohyun Kim

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021

[ Paper ] [ Project ] [ Code ]

Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation

Jae Won Cho, Dong-Jin Kim, Jinsoo Choi, Yunjae Jung, In So Kweon

CVPR Multimodal Learning and Applications Workshop (CVPRW), 2021

[ Paper ]

Also presented at "Visual Question Answering Workshop" and "VizWiz Grand Challenge Workshop" in conjunction with CVPR 2021.

Optical Flow Estimation from a Single Motion-blurred Image

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon

Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021

[ Paper ] [ Poster ] [ Code ]