21 citations · 39 across the 21 of their papers we have counts for
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cs.CV2024
Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models
Yunhao Yang, Yuxin Hu, Mao Ye +5
Multimodal foundation models offer promising advancements for enhancing driving perception systems, but their high computational and financial costs pose challenges. We develop a m…
cs.CV2023
Specification-Driven Video Search via Foundation Models and Formal Verification
Yunhao Yang, Jean-Raphaël Gaglione, Sandeep Chinchali +1
The increasing abundance of video data enables users to search for events of interest, e.g., emergency incidents. Meanwhile, it raises new concerns, such as the need for preserving…
cs.CV2020★ 8 cited
Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder
Yunhao Yang, Andrew Whinston
Supervised learning is based on the assumption that the ground truth in the training data is accurate. However, this may not be guaranteed in real-world settings. Inaccurate traini…