21 citations · 48 across the 15 of their papers we have counts for
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cs.CV2021
Robust SleepNets
Yigit Alparslan, Edward Kim
State-of-the-art convolutional neural networks excel in machine learning tasks such as face recognition, and object classification but suffer significantly when adversarial attacks…
cs.CV2020★ 1 cited
The Selectivity and Competition of the Mind's Eye in Visual Perception
Edward Kim, Maryam Daniali, Jocelyn Rego +1
Research has shown that neurons within the brain are selective to certain stimuli. For example, the fusiform face area (FFA) region is known by neuroscientists to selectively activ…
cs.CV2019
A Programmatic and Semantic Approach to Explaining and DebuggingNeural Network Based Object Detectors
Edward Kim, Divya Gopinath, Corina Pasareanu +1
Even as deep neural networks have become very effective for tasks in vision and perception, it remains difficult to explain and debug their behavior. In this paper, we present a pr…