🏢 University of Electronic Science and Technology of China
Towards Unsupervised Model Selection for Domain Adaptive Object Detection
·1885 words·9 mins·
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Computer Vision
Object Detection
🏢 University of Electronic Science and Technology of China
Unsupervised model selection for domain adaptive object detection is achieved via a new Detection Adaptation Score (DAS), effectively selecting optimal models without target labels by leveraging the f…
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
·2088 words·10 mins·
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Computer Vision
Image Generation
🏢 University of Electronic Science and Technology of China
SSDiff: A novel spatial-spectral integrated diffusion model for superior remote sensing pansharpening.
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
·1852 words·9 mins·
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Machine Learning
Deep Learning
🏢 University of Electronic Science and Technology of China
STMixer: a novel SNN architecture enabling high performance on both synchronous and asynchronous neuromorphic hardware, achieving comparable results to spiking transformers with drastically lower powe…
Spike-based Neuromorphic Model for Sound Source Localization
·2030 words·10 mins·
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Speech and Audio
Sound Classification
🏢 University of Electronic Science and Technology of China
Energy-efficient neuromorphic SSL model achieves state-of-the-art accuracy and robustness using Resonate-and-Fire neurons and a novel multi-auditory attention module.
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
·2351 words·12 mins·
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Computer Vision
Image Generation
🏢 University of Electronic Science and Technology of China
FeINFN: a novel Fourier-enhanced Implicit Neural Fusion Network, achieves state-of-the-art hyperspectral image fusion by innovatively combining spatial and frequency information in both the spatial an…
Cloud Object Detector Adaptation by Integrating Different Source Knowledge
·2997 words·15 mins·
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Computer Vision
Object Detection
🏢 University of Electronic Science and Technology of China
COIN: A novel method for Cloud Object Detector Adaptation that integrates knowledge from cloud models and CLIP to train highly accurate target detectors, achieving state-of-the-art performance.
Causal Context Adjustment Loss for Learned Image Compression
·2583 words·13 mins·
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AI Generated
Computer Vision
Image Compression
🏢 University of Electronic Science and Technology of China
Learned image compression gets a boost with a novel Causal Context Adjustment Loss, improving efficiency without sacrificing quality.
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning
·2041 words·10 mins·
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Machine Learning
Unsupervised Learning
🏢 University of Electronic Science and Technology of China
InfoMGF, a novel framework, tackles the limitations of unsupervised multiplex graph learning by refining graph structures, maximizing task-relevant information (both shared and unique), and achieving …