Suman Sapkota

According to our database, Suman Sapkota authored at least 9 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Dimension Mixer: A Generalized Method for Structured Sparsity in Deep Neural Networks.

Suman Sapkota, Binod Bhattarai

CoRR, 2023

Importance Estimation with Random Gradient for Neural Network Pruning.

Suman Sapkota, Binod Bhattarai

CoRR, 2023

Neural Network Pruning for Real-Time Polyp Segmentation.

Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai

Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023

Metric Transform: Exploring beyond Affine Transform for Neural Networks.

Suman Sapkota, Binod Bhattarai

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics.

Suman Sapkota, Binod Bhattarai

CoRR, 2022

Label Geometry Aware Discriminator for Conditional Generative Adversarial Networks.

Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Brand Label Albedo Extraction of eCommerce Products using Generative Adversarial Network.

Suman Sapkota, Manish Juneja, Laurynas Keleras, Pranav Kotwal, Binod Bhattarai

CoRR, 2021

Input Invex Neural Network.

Suman Sapkota, Binod Bhattarai

CoRR, 2021

Label Geometry Aware Discriminator for Conditional Generative Networks.

Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim

CoRR, 2021