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Task-aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99
作者:
Wenyang Luo
;
Yufan Liu
;
Bing Li
;
Weiming Hu
;
Stephen Maybank
Adobe PDF(9318Kb)
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收藏
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浏览/下载:38/1
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提交时间:2025/03/03
Embeddings
Footage counters
Gluing
Image compression
Video recording
Compressed domain
Compressed video
Dynamic alignment
Embeddings
Few-shot learning
Novel task
Shot video classifications
Task-aware
Temporal ordering
Video classification
Optimizing Few-Shot Remote Sensing Scene Classification Based on an Improved Data Augmentation Approach
期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 3
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
Adobe PDF(3692Kb)
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浏览/下载:390/0
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提交时间:2024/02/23
Classification (of information)
Image classification
Space optics
Augmentation methods
Classification learning
Data augmentation
Feature distortion
Few-shot learning
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 卷号: 45, 期号: 4, 页码: 1134-1147
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
收藏
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浏览/下载:333/0
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提交时间:2024/02/23
Classification (of information)
Learning systems
Classification performance
Classification tasks
Data augmentation
Distortion magnitude
Feature distortion
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
Improving metric-based few-shot learning with dynamically scaled softmax loss
期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140
作者:
Zhang, Yu
;
Zuo, Xin
;
Zheng, Xuxu
;
Gao, Xiaoyong
;
Wang, Bo
Adobe PDF(6671Kb)
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收藏
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浏览/下载:268/0
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提交时间:2023/11/24
Probability distributions
Current loss
Few-shot learning
Learning frameworks
Loss functions
Metric learning
Metric-based learning framework
Nearest neighbor classification
Scalings
Softmax loss improvement
Visual classification
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention
会议论文
PROCEEDINGS OF THE 37TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2023, Washington, DC, United states, February 7, 2023 - February 14, 2023
作者:
Guo, Ziyu
;
Zhang, Renrui
;
Qiu, Longtian
;
Ma, Xianzheng
;
Miao, Xupeng
Adobe PDF(4548Kb)
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收藏
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浏览/下载:432/0
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提交时间:2023/09/08
Benchmarking
Classification (of information)
Knowledge management
Visual languages
Zero-shot learning
Cost requirements
Data requirements
Down-stream
Learn+
Performance
Pre-training
Training costs
Training data
Training sets
Visual representations
PFEMed: Few-shot medical image classification using prior guided feature enhancement
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Dai, Zhiyong
;
Yi, Jianjun
;
Yan, Lei
;
Xu, Qingwen
;
Hu, Liang
Adobe PDF(4058Kb)
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浏览/下载:564/1
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提交时间:2022/11/04
Classification (of information)
Deep learning
Image enhancement
Learning systems
Medical imaging
Signal encoding
Auto encoders
Deep learning
Domain adaptions
Feature enhancement
Few-shot learning
Images classification
Learning-based methods
Medical image classification
Target feature
Variational autoencoder
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Toronto, ON, Canada, July 9, 2023 - July 14, 2023
作者:
Guo, Kaihao
;
Yu, Hang
;
Liao, Cong
;
Li, Jianguo
;
Zhang, Haipeng
Adobe PDF(562Kb)
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收藏
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浏览/下载:261/0
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提交时间:2023/11/24
Classification (of information)
Computational linguistics
Learning systems
Signal encoding
Text processing
Zero-shot learning
'current
Auto encoders
Classification tasks
Language model
Learning problem
Model-based OPC
Self adaption
Text classification
Uncertainty
Unlabeled data
Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Shen, Dinggang
Adobe PDF(1048Kb)
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浏览/下载:268/0
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提交时间:2023/11/10
Classification (of information)
Deep learning
Diagnosis
Learning algorithms
Learning systems
Magnetic resonance imaging
Medical imaging
Automatic diagnosis
Brain disorders
Brain functional networks
Convolutional networks
Diagnosis model
Few-shot adaptation
Graph convolutional network
Learning-based methods
Meta-learner
Metalearning
VT-CLIP: ENHANCING VISION-LANGUAGE MODELS WITH VISUAL-GUIDED TEXTS
预印本
2022
作者:
Qiu, Longtian
;
Zhang, Renrui
;
Guo, Ziyu
;
Zeng, Ziyao
;
Li, Yafeng
Adobe PDF(1152Kb)
|
收藏
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浏览/下载:240/0
|
提交时间:2024/01/09
Contrastive language-image pre-training
Few-shot learning
Image classification
Can language understand depth?
会议论文
MM 2022 - PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Lisboa, Portugal, October 10, 2022 - October 14, 2022
作者:
Zhang, Renrui
;
Zeng, Ziyao
;
Guo, Ziyu
;
Li, Yafeng
Adobe PDF(1605Kb)
|
收藏
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浏览/下载:470/56
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提交时间:2023/04/28
Transfer learning
Zero-shot learning
3D spaces
Contrastive language-image pre-training
Depth Estimation
Geometric information
Images classification
Monocular depth estimation
Pre-training
Semantics knowledge
Transfer learning
Zero-shot transfer learning
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