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Shuxin Zhang

2 accepted papers

2026

Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models

AAAI 2026technical

Diffusion models have emerged as state-of-the-art generative methods, particularly excelling in conditional tasks such as prompt-driven image synthesis. While recent research emphasizes the pivotal role of noise seeds in enhancing text-image alignment and generating human-preferred outputs,these wor

Cited by 0SourcePDFScholar
2025

Dynamic Sparse Encoding and Cross-Temporal Attention for Remote Sensing Image Change Detection

ICASSP 2025accepted

Due to the inherent inductive bias of operations, convolutional neural networks (CNN) cannot model global information of remote sensing (RS) images. In contrast, Transformer-based methods can establish long-range dependencies of images through self-attention (SA) mechanism, but it faces the challeng…

Cited by 1SourceScholar