papers
Publications (3)
cs.CV2021
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues
Frank Julca-Aguilar, Jason Taylor, Mario Bijelic +3
Today's state-of-the-art methods for 3D object detection are based on lidar, stereo, or monocular cameras. Lidar-based methods achieve the best accuracy, but have a large footprint…
cs.SD2020
Latent Space Oddity: Exploring Latent Spaces to Design Guitar Timbres
Jason Taylor
We introduce a novel convolutional network architecture with an interpretable latent space for modeling guitar amplifiers. Leveraging domain knowledge of popular amplifiers spannin…
cs.CR2017
Artificial Intelligence Based Malware Analysis
Avi Pfeffer, Brian Ruttenberg, Lee Kellogg +12
Artificial intelligence methods have often been applied to perform specific functions or tasks in the cyber-defense realm. However, as adversary methods become more complex and dif…