ๆบๅจไนๅฟ JIQIZHIXIN (@jiqizhixin)
2026-01-25 | โค๏ธ 298 | ๐ 43
What if we could model vision like a wave moving through space?
Researchers from Peking & Tsinghua Universities present WaveFormer.
They treat image features as signals governed by a wave equation, explicitly controlling how low-to-high frequency details evolve across network layers.
This new Wave Propagation Operator outperforms standard Vision Transformers in image classification, detection, and segmentation, achieving up to 1.6x higher throughput with 30% fewer computations.
WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation
Paper: https://t.co/8hxGVhuXUv Code: https://t.co/5ccfQ31yDS
Our report: https://t.co/SsKI5vM1ZL
๐ฌ PapersAccepted by Jiqizhixin
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