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Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [6]
地理科学与资源研究所 [1]
成都山地灾害与环境研... [1]
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上海药物研究所 [1]
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OAI收割 [11]
内容类型
期刊论文 [11]
发表日期
2026 [4]
2023 [3]
2022 [3]
2021 [1]
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HR-MM Segformer: Enhancing land use and land cover semantic segmentation through transformer-based multisource remote sensing feature fusion
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 197, 页码: 106848
作者:
Fan, Junfu
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2026/02/09
LULC
Multimodal
Multispectral
Multisource feature fusion
Vision transformer
Deep learning
Multimodal pre-training models of molecular representation for drug discovery
期刊论文
OAI收割
NATIONAL SCIENCE REVIEW, 2026, 卷号: 13, 期号: 1, 页码: 18
作者:
Wang, Xiaoqi
;
Wang, Chuanshi
;
Ji, Boya
;
Wang, Junwen
;
Zheng, Mingyue
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2026/04/01
self-supervised learning
multimodal pre-training model
Transformer
molecular representation
drug discovery
ADA-Net: Avalanche Differential Attention Network With Covariance Correlation Differential Transformer for Multimodal Snow Avalanche Susceptibility Mapping
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2026, 卷号: 64, 页码: 13
作者:
Kulsoom, Isma
;
Jiang, Yuanjun
;
Hussain, Sadaqat
;
Wasi, Muhammad
;
Sami, Muhammad
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2026/05/11
Snow
Transformers
Synthetic aperture radar
Hazards
Data integration
Optical sensors
Optical imaging
Feature extraction
Correlation
Accuracy
Avalanche differential attention network (ADA-Net)
covariance-correlation differential transformer (CCDT)
multimodal deep learning (DL)
multimodal remote sensing (RS)
snow avalanche susceptibility
central Tianshan mountains (CTM)
Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:
Yan, Rui
;
Zhang, Xueyuan
;
Jiang, Zihang
;
Wang, Baizhi
;
Bian, Xiuwu
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/05/25
Pathology
Cancer
Transformers
Feature extraction
Data models
Biological system modeling
Analytical models
Deep learning
Semantics
Multimodal transformer
model interpretability
survival analysis
pathological image analysis
gene expression
gene expression
Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition
期刊论文
OAI收割
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 4, 页码: 2595-2613
作者:
Zheng, Wenbo
;
Yan, Lan
;
Wang, Fei-Yue
  |  
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2024/03/27
Multimodal depression detection
multimodal emotion recognition
transformer
knowledge embedding
joint learning
Transformer: A General Framework from Machine Translation to Others
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
作者:
Yang Zhao
;
Jiajun Zhang
;
Chengqing Zong
  |  
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2024/04/23
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT
Efficient Token-Guided Image-Text Retrieval With Consistent Multimodal Contrastive Training
期刊论文
OAI收割
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 3622-3633
作者:
Liu, Chong
;
Zhang, Yuqi
;
Wang, Hongsong
;
Chen, Weihua
;
Wang, Fan
  |  
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2023/11/17
Index Terms-Image-text retrieval
multimodal transformer
multimodal contrastive training
Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain
期刊论文
OAI收割
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
作者:
Shi, Qianqian
;
Fan, Junsong
  |  
收藏
  |  
浏览/下载:103/0
  |  
提交时间:2022/09/19
Multisensory integration
Top-down attention
Multimodal transformer
Fine-grained bird recognition
Emotion recognition
Multimodal channel-wise attention transformer inspired by mechanisms of the brain
期刊论文
OAI收割
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
作者:
Shi, Qianqian
;
Fan, Junsong
;
Wang, Zuoren
;
Zhang, Zhaoxiang
  |  
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2023/03/20
Multisensory integration
Top-down attention
Multimodal transformer
Fine-grained bird recognition
Emotion recognition
Multimodal Image Aesthetic Prediction with Missing Modality
期刊论文
OAI收割
MATHEMATICS, 2022, 卷号: 10, 期号: 13
作者:
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收藏
  |  
浏览/下载:65/0
  |  
提交时间:2022/08/25
image aesthetic quality assessment
multimodal learning
missing multimodal data
transformer