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Zhenhang Huang

2 accepted papers

2024

The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World

ICLR 2024poster

We present the All-Seeing (AS) project: a large-scale dataset and model for recognizing and understanding everything in the open world. Using a scalable data engine that incorporates human feedback and efficient models in the loop, we create a new dataset (AS-1B) with over 1.2 billion regions annota…

2023

InternImage: Exploring Large-Scale Vision Foundation Models With Deformable Convolutions

CVPR 2023highlight

Compared to the great progress of large-scale vision transformers (ViTs) in recent years, large-scale models based on convolutional neural networks (CNNs) are still in an early state. This work presents a new large-scale CNN-based foundation model, termed InternImage, which can obtain the gain from…