Video Transformers: A Survey.

Transformer models have shown great success handling long-range interactions, making them a promising tool for modeling video. However, they lack inductive biases and scale quadratically with input length. These limitations are further exacerbated when dealing with the high dimensionality introduced by the temporal dimension.

3D Sensors for Sewer Inspection: A Quantitative Review and Analysis.

Automating inspection of critical infrastructure such as sewer systems will help utilities optimize maintenance and replacement schedules. The current inspection process consists of manual reviews of video as an operator controls a sewer inspection vehicle remotely. The process is slow, labor-intensive, and expensive and presents a huge potential for automation.

[Foetal brain damage may follow gastric bypass surgery].

Bariatric surgery is performed on an increasing number of women of childbearing age. During pregnancy they have reduced risk of obesity-related complications but increased risk of bariatric surgery-related complications, including internal hernias. We present a case in which a pregnant woman required acute surgery for internal herniation and later gave birth to a child with cerebral palsy.