AI 융합형 인재양성과 기술확산의 허브 

산업 혁신형 AI 융합 특화인재 양성

주요 성과  
연구성과  
AI 우수학술대회 논문  

AI 우수학술대회 논문

Ensemble knowledge guided sub-network search and fine-tuning for filter pruning

Seunghyun Lee and Byung Cheol Song, Proc. European Conference on Computer Vision (ECCV 2022), 2022 DOI

Emotion-aware multi-view contrastive learning for facial emotion recognition

Daeha Kim and Byung Cheol Song, Proc. European Conference on Computer Vision (ECCV 2022), 2022 DOI

Image enhancement for improved visibility of digital displays under the sunlight

Heejin Lee, Junmin Lee, Seha Jeong, Seunghyun Lee, Seungwan Yu, Junho Heo and Byung Cheol Song, Proc. International Conference on Image Processing (ICIP 2022), 2022, DOI

RPFNET: Complementary feature fusion for hand gesture recognition

Do Yeon Kim, Dae Ha Kim and Byung Cheol Song, Proc. International Conference on Image Processing (ICIP 2022), 2022, DOI

Style transfer using optimal transport via wasserstein distance

OSeok Ryu and Bowon Lee, Proc. International Conference on Image Processing (ICIP 2022), 2022 DOI

3D body reconstruction revisited: Exploring the test-time 3D body mesh refinement strategy via surrogate adaptation

Jonathan Samuel Lumentut and In Kyu Park, Proc. ACM International Conference on Multimedia (ACM MM 2022), 2022 DOI

Re-ordered micro image based high efficient residual coding in light field compression

Hyunmin Jung, Hyuk-Jae Lee and Chae Eun Rhee, Proc. ACM International Conference on Multimedia (ACM MM 2022), 2022 DOI

Phase vocoder for time stretch based on center frequency estimation

Donghyeon Kim and Bowon Lee, Proc. Interspeech (Interspeech 2022), 2022 DOI

Deformable part region learning for object detection

Seung-Hwan Bae, Proc. AAAI Conference on Artificial Intelligence (AAAI 2022), 2022 DOI

Style-guided and disentangled representation for robust image-to-image translation

Jaewoong Choi, Dae Ha Kim and Byung Cheol Song, Proc. AAAI Conference on Artificial Intelligence (AAAI 2022), 2022 DOI

Contextual gradient scaling for few-shot learning

Sanghyuk Lee, Seunghyun Lee and Byung Cheol Song, Proc. Winter Conference on Applications of Computer Vision (WACV 2022), 2022 DOI

Re-Aging GAN: Toward personalized face age transformation

Farkhod Makhmudkhujaev, Sungeun Hong and In Kyu Park, Proc. International Conference on Computer Vision (ICCV 2021), 2021 DOI

Frequency filtering for data augmentation in X-ray image classification

Ju-Hyeon Nam and Sang-Chul Lee, International Conference on Image Processing (ICIP 2021), 2021 DOI

Pool of experts: Realtime querying specialized knowledge in massive neural networks

Hakbin Kim and Dong-Wan Choi, Proc. International Conference on Management of Data (ACM SIGMOD 2021), 2021 DOI

Split-and-Bridge: Adaptable class incremental learning within a single neural network

Jong-Yeong Kim and Dong-Wan Choi, Proc. AAAI Conference on Artificial Intelligence (AAAI 2021), 2021 DOI

Contrastive adversarial learning for person-independent facial emotion recognition

Dae Ha Kim and Byung Cheol Song, Proc. AAAI Conference on Artificial Intelligence (AAAI 2021), 2021 DOI

Interpretable embedding procedure knowledge transfer via stacked principal component analysis and graph neural network

Seunghyun Lee and Byung Cheol Song, Proc. AAAI Conference on Artificial Intelligence (AAAI 2021), 2021 DOI

Hidden emotion detection using multi-modal signals

Dae Ha Kim and Byung Cheol Song, Proc. ACM Conference on Human Factors in Computing Systems (CHI 2021), 2021 DOI

An integrated approach for determining objects to be relocated and their goal positions inside clutter for object retrieval

Jeeho Ahn, Jaeho Lee, Sang Hun Cheong, ChangHwan Kim and Changjoo Nam, Proc. International Conference on Robotics and Automation (ICRA 2021), 2021 DOI

5D light field synthesis from a monocular video

Kyuho Bae, Andre Ivan, Hajime Nagahara and In Kyu Park, Proc. International Conference on Pattern Recognition (ICPR 2021), 2021 DOI