Search Results for author: Haowen Luo

Found 4 papers, 3 papers with code

The All-Seeing Project V2: Towards General Relation Comprehension of the Open World

1 code implementation29 Feb 2024 Weiyun Wang, Yiming Ren, Haowen Luo, Tiantong Li, Chenxiang Yan, Zhe Chen, Wenhai Wang, Qingyun Li, Lewei Lu, Xizhou Zhu, Yu Qiao, Jifeng Dai

In addition, we design a new benchmark, termed Circular-based Relation Probing Evaluation (CRPE) for comprehensively evaluating the relation comprehension capabilities of MLLMs.

Hallucination Object Localization +3

Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification

no code implementations29 Jun 2020 Sheng-Jie Liu, Haowen Luo, Qian Shi

In this letter, we take the advantage of active learning and propose active ensemble deep learning (AEDL) for PolSAR image classification.

Active Learning Classification +4

Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification

1 code implementation IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium 2018 Sheng-Jie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li

As it is very difficult and expensive to obtain class labels in real world, we integrate the proposed WCRN with AL to improve its generalization by using the most informative training samples.

Ranked #10 on Hyperspectral Image Classification on Pavia University (Overall Accuracy metric)

Active Learning Classification +3

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