Computer Vision
Enabling computers and devices to understand what they see.
Publication
Privacy Preserving Structure-from-Motion
Publication
Label-similarity Curriculum Learning
Video
Phong Surface: Efficient 3D Model Fitting using Lifted Optimization
Realtime perceptual and interaction capabilities in mixed reality require a range of 3D tracking problems to be solved at low latency on resource-constrained hardware such as head-mounted devices. Indeed, for devices such as HoloLens 2…
Video
From SqueezeNet to SqueezeBERT: Developing Efficient Deep Neural Networks
Deep neural networks have been trained to interpret images and text at increasingly high levels of accuracy. In many cases, these accuracy improvements are the result of developing increasingly large and computationally-intensive neural network models.…
Video
Hope Speech and Help Speech: Surfacing Positivity Amidst Hate
Tackling online attacks targeting certain individuals, groups of people, or communities is a major modern-day web challenge. Research efforts in hate speech detection thus far have largely focused on identifying and subsequently filtering out negative…
Publication