activity
20182021
most citedKnowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

746 citations · 989 across the 12 of their papers we have counts for

collaborators

12 papers

cs.CV2021★ 4 cited

SphereSR: 360° Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation

Youngho Yoon, Inchul Chung, Lin Wang +1

The 360°imaging has recently gained great attention; however, its angular resolution is relatively lower than that of a narrow field-of-view (FOV) perspective image as it is captur…

cs.CV2021★ 1 cited

BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning

Changgyoon Oh, Wonjune Cho, Daehee Park +3

Providing omnidirectional depth along with RGB information is important for numerous applications, eg, VR/AR. However, as omnidirectional RGB-D data is not always available, synthe…

cs.CV2021★ 1 cited

Event-guided Deblurring of Unknown Exposure Time Videos

Taewoo Kim, Jeongmin Lee, Lin Wang +1

Motion deblurring is a highly ill-posed problem due to the loss of motion information in the blur degradation process. Since event cameras can capture apparent motion with a high t…

cs.CV2021

EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation

Lin Wang, Yujeong Chae, Sung-Hoon Yoon +2

Event cameras sense per-pixel intensity changes and produce asynchronous event streams with high dynamic range and less motion blur, showing advantages over conventional cameras. A…

eess.IV2021★ 2 cited

Deep Learning for HDR Imaging: State-of-the-Art and Future Trends

Lin Wang, Kuk-Jin Yoon

High dynamic range (HDR) imaging is a technique that allows an extensive dynamic range of exposures, which is important in image processing, computer graphics, and computer vision.…

cs.CV2021★ 4 cited

SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks

Yujeong Chae, Lin Wang, Kuk-Jin Yoon

Event cameras are novel sensors that perceive the per-pixel intensity changes and output asynchronous event streams, showing lots of advantages over traditional cameras, such as hi…