2 papers
cs.CV2026
Putting Registers to Work: Task Registers for Token Pruning in Vision Transformers
Hongsen Cao, Mona Jaber, Shanxin Yuan +1
Token-pruning policies are usually designed for a single recognition pipeline, but pretrained Vision Transformers are reused across tasks with different spatial demands. We ask whi…
cs.CV2024
Graph Neural Networks in Vision-Language Image Understanding: A Survey
Henry Senior, Gregory Slabaugh, Shanxin Yuan +1
2D image understanding is a complex problem within computer vision, but it holds the key to providing human-level scene comprehension. It goes further than identifying the objects…