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Handwritten Digit Recognition

3 papers with code · Computer Vision

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Formal Verification of Piece-Wise Linear Feed-Forward Neural Networks

3 May 2017progirep/planet

We present a specialized verification algorithm that employs this approximation in a search process in which it infers additional node phases for the non-linear nodes in the network from partial node phase assignments, similar to unit propagation in classical SAT solving.

HANDWRITTEN DIGIT RECOGNITION

Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding

28 Feb 2018sunke123/FW-Net

We propose an interpretable deep structure namely Frank-Wolfe Network (F-W Net), whose architecture is inspired by unrolling and truncating the Frank-Wolfe algorithm for solving an $L_p$-norm constrained problem with $p\geq 1$.

HANDWRITTEN DIGIT RECOGNITION IMAGE DENOISING SUPER-RESOLUTION