Search Results for author: Bin Wen

Found 5 papers, 3 papers with code

Recognize Any Regions

1 code implementation2 Nov 2023 Haosen Yang, Chuofan Ma, Bin Wen, Yi Jiang, Zehuan Yuan, Xiatian Zhu

Understanding the semantics of individual regions or patches within unconstrained images, such as in open-world object detection, represents a critical yet challenging task in computer vision.

object-detection Object Recognition +1

Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders

1 code implementation9 Oct 2022 Haosen Yang, Deng Huang, Bin Wen, Jiannan Wu, Hongxun Yao, Yi Jiang, Xiatian Zhu, Zehuan Yuan

As a result, our model can extract effectively both static appearance and dynamic motion spontaneously, leading to superior spatiotemporal representation learning capability.

Representation Learning Semantic Segmentation +2

MetaFormer: A Unified Meta Framework for Fine-Grained Recognition

2 code implementations5 Mar 2022 Qishuai Diao, Yi Jiang, Bin Wen, Jia Sun, Zehuan Yuan

Fine-Grained Visual Classification(FGVC) is the task that requires recognizing the objects belonging to multiple subordinate categories of a super-category.

 Ranked #1 on Fine-Grained Image Classification on NABirds (using extra training data)

Attribute Fine-Grained Image Classification

Unbiased Scene Graph Generation via Rich and Fair Semantic Extraction

no code implementations1 Feb 2020 Bin Wen, Jie Luo, Xianglong Liu, Lei Huang

Extracting graph representation of visual scenes in image is a challenging task in computer vision.

Graph Generation Relation +1

An extended description logic system with knowledge element based on ALC

no code implementations16 Apr 2019 Bin Wen, Jianhou Gan, Juan L. G. Guirao, Wei Gao

With the rise of knowledge management and knowledge economy, the knowledge elements that directly link and embody the knowledge system have become the research focus and hotspot in certain areas.

Attribute Management +1

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