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Suman Sapkota

Metric as Transform: Exploring beyond Affine Transform for Interpretable Neural Network

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Oct 21, 2024
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Dimension Mixer: A Generalized Method for Structured Sparsity in Deep Neural Networks

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Nov 30, 2023
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Importance Estimation with Random Gradient for Neural Network Pruning

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Oct 31, 2023
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Neural Network Pruning for Real-time Polyp Segmentation

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Jun 22, 2023
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Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics

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Jul 10, 2022
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Brand Label Albedo Extraction of eCommerce Products using Generative Adversarial Network

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Sep 07, 2021
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Input Invex Neural Network

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Jun 16, 2021
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Label Geometry Aware Discriminator for Conditional Generative Networks

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May 12, 2021
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