9 citations · 11 across the 3 of their papers we have counts for
4 papers
Reconstructing Humpty Dumpty: Multi-feature Graph Autoencoder for Open Set Action Recognition
Dawei Du, Ameya Shringi, Anthony Hoogs +1
Most action recognition datasets and algorithms assume a closed world, where all test samples are instances of the known classes. In open set problems, test samples may be drawn fr…
Human Activity Recognition in an Open World
Derek S. Prijatelj, Samuel Grieggs, Jin Huang +6
Managing novelty in perception-based human activity recognition (HAR) is critical in realistic settings to improve task performance over time and ensure solution generalization out…
Vector Learning for Cross Domain Representations
Shagan Sah, Chi Zhang, Thang Nguyen +3
Recently, generative adversarial networks have gained a lot of popularity for image generation tasks. However, such models are associated with complex learning mechanisms and deman…
Semantically Invariant Text-to-Image Generation
Shagan Sah, Dheeraj Peri, Ameya Shringi +4
Image captioning has demonstrated models that are capable of generating plausible text given input images or videos. Further, recent work in image generation has shown significant…