Liang-Jian Deng
27 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Keyword Collector
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Research topics
Keywords
image fusion
(13)
remote sensing
(12)
multispectral image
(6)
convolutional neural network
(5)
diffusion model
(5)
hyperspectral image
(4)
multispectral imaging
(3)
hyperspectral imaging
(2)
vision transformer
(2)
implicit neural representation
(2)
efficient computing
(2)
wavelet transform
(2)
parameter efficient
(2)
neural operator
(2)
image restoration
(2)
optimal transport
(1)
hyperparameter optimization
(1)
domain adaptation
(1)
temporal dynamics
(1)
neuromorphic computing
(1)
Papers
NODiff: Neural Operator Diffusion for Multispectral Image Fusion
AAAI 2026
Spatial-Spectral Residuals Informed Diffusion Neural Operator for Pan-sharpening
CVPR 2026
SWIFTοΌA General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening
AAAI 2026
Training and Inference Within 1 Second β Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring
AAAI 2026
Adaptive Rectangular Convolution for Remote Sensing Pansharpening
CVPR 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
EMNLP 2025
Binarized Neural Network for Multi-spectral Image Fusion
CVPR 2025
Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance
CVPR 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance
ICCV 2025
OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion
AAAI 2025
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening
AAAI 2025
Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening
ICCV 2025
Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
AAAI 2025
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
CVPR 2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
ICML 2024
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
NeurIPS 2024
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks
AAAI 2024
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
NeurIPS 2024
Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion
IJCAI 2023
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
Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening
IJCAI 2022
SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening
IJCAI 2022
Tensor Wheel Decomposition and Its Tensor Completion Application
NeurIPS 2022
Dynamic Cross Feature Fusion for Remote Sensing Pansharpening
ICCV 2021
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors
CVPR 2017