Suman Sapkota

12 papers B 1Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function Approximation. CPAL Suman Sapkota, Binod Bhattarai
2024	J	`jnl`	Metric as Transform: Exploring beyond Affine Transform for Interpretable Neural Network. CoRR Suman Sapkota
2023	J	`jnl`	Dimension Mixer: A Generalized Method for Structured Sparsity in Deep Neural Networks. CoRR Suman Sapkota, Binod Bhattarai
2023	J	`jnl`	Importance Estimation with Random Gradient for Neural Network Pruning. CoRR Suman Sapkota, Binod Bhattarai
2023	—	`conf`	Metric Transform: Exploring beyond Affine Transform for Neural Networks. Tiny Papers @ ICLR Suman Sapkota, Binod Bhattarai
2023	—	`conf`	Neural Network Pruning for Real-Time Polyp Segmentation. MIUA Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai
2023	J	`jnl`	Neural Network Pruning for Real-time Polyp Segmentation. CoRR Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai
2022	B	`conf`	Label Geometry Aware Discriminator for Conditional Generative Adversarial Networks. ICPR Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim
2022	J	`jnl`	Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics. CoRR Suman Sapkota, Binod Bhattarai
2021	J	`jnl`	Brand Label Albedo Extraction of eCommerce Products using Generative Adversarial Network. CoRR Suman Sapkota, Manish Juneja, Laurynas Keleras, Pranav Kotwal, Binod Bhattarai
2021	J	`jnl`	Input Invex Neural Network. CoRR Suman Sapkota, Binod Bhattarai
2021	J	`jnl`	Label Geometry Aware Discriminator for Conditional Generative Networks. CoRR Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim