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cs.LG2026
Benchmarked Yet Not Measured -- Generative AI Should be Evaluated Against Real-World Utility
Ishani Mondal, Shweta Bhardwaj
Generative AI systems achieve impressive performance on standard benchmarks yet fail to deliver real-world utility, a disconnect we identify across 28 deployment cases spanning edu…
cs.LG2018★ 1 cited
Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning
Deepak Mittal, Shweta Bhardwaj, Mitesh M. Khapra +1
Recently there has been a lot of work on pruning filters from deep convolutional neural networks (CNNs) with the intention of reducing computations.The key idea is to rank the filt…