Search Results for author: Tony Huang

Found 2 papers, 2 papers with code

OpenVIS: Open-vocabulary Video Instance Segmentation

1 code implementation26 May 2023 Pinxue Guo, Tony Huang, Peiyang He, Xuefeng Liu, Tianjun Xiao, Zhaoyu Chen, Wenqiang Zhang

Open-vocabulary Video Instance Segmentation (OpenVIS) can simultaneously detect, segment, and track arbitrary object categories in a video, without being constrained to categories seen during training.

Instance Segmentation Segmentation +2

Unsupervised Prompt Learning for Vision-Language Models

1 code implementation7 Apr 2022 Tony Huang, Jack Chu, Fangyun Wei

In this paper, we explore a different scenario, in which the labels of the target datasets are unprovided, and we present an unsupervised prompt learning (UPL) approach to avoid prompt engineering while simultaneously improving transfer performance of CLIP-like vision-language models.

Prompt Engineering Transfer Learning

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