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ENTITY Trishit Mukherjee

Trishit Mukherjee

PulseAugur coverage of Trishit Mukherjee — every cluster mentioning Trishit Mukherjee across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_167884 ·

    New method ensures convergence in image reconstruction with Lipschitz control

    Researchers have developed a new method for training neural networks that can perform image reconstruction with guaranteed convergence. This approach uses permutations on the image lattice to constrain the neural archit…

  2. TOOL · CL_167883 ·

    New framework stabilizes deep reconstruction operators for reliable image processing

    Researchers have developed a new framework to stabilize deep reconstruction operators used in image processing tasks. These operators, when applied iteratively, can lead to a 'peak-and-collapse' behavior where performan…