746 citations · 989 across the 12 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 746 cited
Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks
Lin Wang, Kuk-Jin Yoon
Deep neural models in recent years have been successful in almost every field, including extremely complex problem statements. However, these models are huge in size, with millions…
cs.CV2020★ 9 cited
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning
Lin Wang, Tae-Kyun Kim, Kuk-Jin Yoon
Event cameras sense intensity changes and have many advantages over conventional cameras. To take advantage of event cameras, some methods have been proposed to reconstruct intensi…
cs.CV2020★ 29 cited
Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations
Lin Wang, Wonjune Cho, Kuk-Jin Yoon
Deep neural networks (DNNs) have achieved impressive performance on handling computer vision problems, however, it has been found that DNNs are vulnerable to adversarial examples.…