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cs.CV2024
Slicing Vision Transformer for Flexible Inference
Yitian Zhang, Huseyin Coskun, Xu Ma +6
Vision Transformers (ViT) is known for its scalability. In this work, we target to scale down a ViT to fit in an environment with dynamic-changing resource constraints. We observe…
cs.CV2023★ 1 cited
FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding
Pengxiang Wu, Siman Wang, Kevin Dela Rosa +1
Image retrieval is a fundamental task in computer vision. Despite recent advances in this field, many techniques have been evaluated on a limited number of domains, with a small nu…