Tian-Jing Zhang
5 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
remote sensing
(3)
image fusion
(3)
convolutional neural network
(3)
model architecture
(1)
multispectral imaging
(1)
efficient computing
(1)
linear projection
(1)
feature fusion
(1)
parameter efficiency
(1)
multispectral image
(1)
image deraining
(1)
parameter reduction
(1)
kernel space
(1)
adaptive convolution
(1)
gaussian perturbation
(1)
vision transformer
(1)
learnable gaussian perturbation
(1)
image restoration
(1)
kernel design
(1)
Papers
LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening
IJCAI 2023
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining
IJCAI 2022
LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening
AAAI 2022
SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening
IJCAI 2022
Dynamic Cross Feature Fusion for Remote Sensing Pansharpening
ICCV 2021