1 code implementation • 2 Dec 2024 • Sandesh Pokhrel, Sanjay Bhandari, Sharib Ali, Tryphon Lambrou, Anh Nguyen, Yash Raj Shrestha, Angus Watson, Danail Stoyanov, Prashnna Gyawali, Binod Bhattarai
Evaluations across multiple deep learning architectures and two publicly available benchmarks, Kvasir2 and Gastrovision, demonstrate the effectiveness of our approach compared to several state-of-the-art methods.
Out-of-Distribution Detection
Out of Distribution (OOD) Detection
no code implementations • 25 Jul 2024 • Henri Jamet, Yash Raj Shrestha, Michalis Vlachos
We leverage generative large language models for language learning applications, focusing on estimating the difficulty of foreign language texts and simplifying them to lower difficulty levels.
1 code implementation • 11 Jul 2024 • Pranav Poudel, Prashant Shrestha, Sanskar Amgain, Yash Raj Shrestha, Prashnna Gyawali, Binod Bhattarai
Toward this, we propose a novel method for multimodal federated learning with missing modalities.
no code implementations • 8 Oct 2023 • Sandesh Pokhrel, Sanjay Bhandari, Eduard Vazquez, Yash Raj Shrestha, Binod Bhattarai
In this study, we introduce the use of pseudo-labels to address the issue of limited data in the angiographic dataset to enhance the performance of the baseline YOLO model.
1 code implementation • 7 Oct 2023 • Sandesh Pokhrel, Sanjay Bhandari, Eduard Vazquez, Yash Raj Shrestha, Binod Bhattarai
Coronary Artery Diseases although preventable are one of the leading cause of mortality worldwide.
no code implementations • 10 Sep 2023 • Michalis Vlachos, Mircea Lungu, Yash Raj Shrestha, Johannes-Rudolf David
This is accomplished by identifying content on topics that the user is interested in, and that closely align with the learner's proficiency level in that foreign language.
1 code implementation • Findings (EMNLP) 2021 • Daphna Keidar, Mian Zhong, Ce Zhang, Yash Raj Shrestha, Bibek Paudel
With the recent surge in social applications relying on knowledge graphs, the need for techniques to ensure fairness in KG based methods is becoming increasingly evident.
no code implementations • 2 Nov 2020 • Yash Raj Shrestha, Vaibhav Krishna, Georg von Krogh
The current expansion of theory and research on artificial intelligence in management and organization studies has revitalized the theory and research on decision-making in organizations.
no code implementations • 29 Jun 2020 • Mario Arduini, Lorenzo Noci, Federico Pirovano, Ce Zhang, Yash Raj Shrestha, Bibek Paudel
As a second step, we explore gender bias in KGE, and a careful examination of popular KGE algorithms suggest that sensitive attribute like the gender of a person can be predicted from the embedding.
no code implementations • 23 Jun 2020 • Leopold Franz, Yash Raj Shrestha, Bibek Paudel
Second, machine learning algorithms that predict multiple disease diagnosis categories simultaneously remain underdeveloped.