Search弱监督returned 13 results

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1

Weakly supervised temporal action localization with dual-stream feature enhancement and fusion

双流特征增强与融合的弱监督时序动作定位

Liu Yibin

Gao Shu

weakly supervision

temporal action localization

dilated convolution

dual-stream fusion

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.09.0373

2

Weakly supervised multimodal sentiment analysis based on deep fine-grained alignment of image and text

基于深度图文细粒度对齐的弱监督多模态情感分析

Liu Zhou

Ma Liping

Zhang Haiyan

multimodal sentiment analysis

fine-grained modal alignment

deep cross-modal interaction

residual attention

No. 2, 2025 : 419-424 doi:10.19734/j.issn.1001-3695.2024.07.0285

3

Weakly supervised semantic segmentation network based on boundary assistance

基于边界辅助的弱监督语义分割网络

Yang Dawei

Chi Jinsheng

Mao Lin

weakly supervised learning

semantic segmentation

seed area

pseudo pixel mask

No. 2, 2024 : 623-628,634 doi:10.19734/j.issn.1001-3695.2023.06.0265

4

Refining Transformer for weakly supervised image semantic segmentation

细化Transformer网络的弱监督图像语义分割

Sun Wanchun

Feng Xin

Ma Hui

Hu Lisong

deep learning

weakly supervised learning

image semantic segmentation

Transformer

No. 11, 2023 : 3515-3520 doi:10.19734/j.issn.1001-3695.2023.05.0218

5

Video anomaly detection combining with contrastive memory network

基于对比记忆网络的弱监督视频异常检测

Li Wenzhong

Wu Kewei

Sun Yongxuan

Jiao Chang

Xiong Sixuan

anomaly detection

contrastive learning

memory network

No. 10, 2023 : 3162-3167,3172 doi:10.19734/j.issn.1001-3695.2022.12.0829

6

Feature mining and region enhancement for weakly supervised temporal action localization

特征挖掘与区域增强的弱监督时序动作定位

Wang Jing

Wang Chuanxu

temporal action localization

inverse transform

dynamic sampling

pseudo-label mutual supervision

multi-head self-attention

No. 8, 2023 : 2555-2560 doi:10.19734/j.issn.1001-3695.2022.12.0642

7

Review of video action recognition under weak supervision and few-shot learning

弱监督与少样本学习场景下视频行为识别综述

Bao Zhenwei

Liu Dan

Mi Jinpeng

human action recognition

deep learning

weak supervision

few-shot learning

No. 6, 2023 : 1629-1635 doi:10.19734/j.issn.1001-3695.2022.10.0506

8

PLSR:weakly supervised instance segmentation via pseudo-label self-refinement

基于伪标签自细化的弱监督实例分割

Wu Shike

Liang Yuqi

instance segmentation

weakly supervised learning

image-level label

visual understanding

No. 6, 2023 : 1882-1887 doi:10.19734/j.issn.1001-3695.2022.10.0477

9

Solar speckle image deblurring method with weakly supervised based on structural re-parameterization

基于结构重参数化的太阳斑点图像弱监督去模糊方法

Deng Linhao

Jiang Murong

Yang Lei

Chen Junyi

Jin Yahui

weakly supervised

solar speckle

deblurring

re-parameterization

lightweight network

No. 4, 2023 : 1250-1255 doi:10.19734/j.issn.1001-3695.2022.07.0388

10

Review of salient object detection: models, applications and prospects

显著性物体检测研究综述：方法、应用和趋势

Li Wanrong

Xu Dan

Shi Jinlong

Huang Shucheng

salient object detection

visual attention

eye fixation prediction

object proposal

deep learning

weak supervision learning

No. 7, 2022 : 1941-1950 doi:10.19734/j.issn.1001-3695.2021.12.0645

11

Adversarial learning method for weakly supervised semantic segmentation

弱监督语义分割的对抗学习方法

Luo Huilan

Chen Hu

weak supervised semantic segmentation

generative adversarial networks

class activation map

self-supervised equivariant attention mechanism

No. 10, 2021 : 3196-3200 doi:10.19734/j.issn.1001-3695.2020.11.0433

12

Research on person re-identification based on deep learning

基于深度学习的行人重识别研究综述

Feng Xia

Du Jiahao

Duan Yinong

Liu Caihua

person re-identification

supervised learning

semi-supervised learning

weakly supervised learning

unsupervised learning

No. 11, 2020 : 3220-3226,3240 doi:10.19734/j.issn.1001-3695.2019.09.0514

13

Supervised significant detection based on image level labels and superpixel blocks

基于图像级标签及超像素块的弱监督显著性检测

Tan Taizhe

Xuan Kangxi

Zeng Qunsheng

deep learning

weak supervision

significance detection

superpixel

No. 2, 2020 : 601-605 doi:10.19734/j.issn.1001-3695.2018.06.0576