Search Results for author: Jia Tian

Found 2 papers, 0 papers with code

Objective Evaluation-based High-efficiency Learning Framework for Hyperspectral Image Classification

no code implementations10 Jan 2023 Xuming Zhang, Jian Yan, Jia Tian, Wei Li, Xingfa Gu, Qingjiu Tian

This framework comprises two main parts: (i) a leakage-free balanced sampling strategy, and (ii) a modified end-to-end fully convolutional network (FCN) architecture that optimizes the trade-off between accuracy and efficiency.

Hyperspectral Image Classification Vocal Bursts Intensity Prediction

Meta-Learning across Meta-Tasks for Few-Shot Learning

no code implementations11 Feb 2020 Nanyi Fei, Zhiwu Lu, Yizhao Gao, Jia Tian, Tao Xiang, Ji-Rong Wen

In this paper, we argue that the inter-meta-task relationships should be exploited and those tasks are sampled strategically to assist in meta-learning.

Domain Adaptation Few-Shot Learning +1

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