2 papers
cs.CV2021
BasisNet: Two-stage Model Synthesis for Efficient Inference
Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov +6
In this work, we present BasisNet which combines recent advancements in efficient neural network architectures, conditional computation, and early termination in a simple new form.…
cs.CV2021
Domain-robust VQA with diverse datasets and methods but no target labels
Mingda Zhang, Tristan Maidment, Ahmad Diab +2
The observation that computer vision methods overfit to dataset specifics has inspired diverse attempts to make object recognition models robust to domain shifts. However, similar…