Snigdha Chandan Khilar
PulseAugur coverage of Snigdha Chandan Khilar — every cluster mentioning Snigdha Chandan Khilar across labs, papers, and developer communities, ranked by signal.
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New 'Countercurrent Multiplier Network' inspired by kidney function
Researchers have introduced Countercurrent Multiplier Networks (CCM), a novel differentiable operator inspired by the mammalian kidney's countercurrent multiplier mechanism. This iterative operator aims to serve as an a…
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New YB Mixer Layer Leverages Integrable Systems for Stable Sequence Processing
Researchers have introduced the YB Mixer, a novel sequence token mixing layer inspired by integrable systems and the generalized Yang-Baxter equation. This layer leverages free fermionic structures and an Ising exchange…
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New Neural Layer Hardwires Gauge-Invariant Signal from Higher Gauge Theory
Researchers have introduced a novel neural primitive called the adjusted cup-product neural layer, designed to incorporate cup products from higher gauge theory. This layer hardwires an adjustment term, which is the sol…
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Paper details geometric limits of AI model stealing
A new paper explores the geometric properties of machine learning models to understand model stealing techniques. The research details the precise conditions necessary to perfectly replicate the final layer of a transfo…
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New research explores advanced compression techniques for AI models
Researchers are exploring novel methods for compressing large models and datasets to improve efficiency. Papers discuss unifying dataset pruning and distillation, bootstrapped tokenization for image generation, and acti…