Shamane Siriwardhana

According to our database, Shamane Siriwardhana authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

Can AI Models Summarize Your Diary Entries? Investigating Utility of Abstractive Summarization for Autobiographical Text.

Shamane Siriwardhana, Chitralekha Gupta, Tharindu Kaluarachchi, Vipula Dissanayake, Suveen Ellawela, Suranga Nanayakkara

Int. J. Hum. Comput. Interact., December, 2024

Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation.

Thomas Gauthier-Caron, Shamane Siriwardhana, Elliot Stein, Malikeh Ehghaghi, Charles Goddard, Mark McQuade, Jacob Solawetz, Maxime Labonne

CoRR, 2024

Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation.

Shamane Siriwardhana, Mark McQuade, Thomas Gauthier, Lucas Atkins, Fernando Fernandes Neto, Luke Meyers, Anneketh Vij, Tyler Odenthal, Charles Goddard, Mary MacCarthy, Jacob Solawetz

CoRR, 2024

Arcee's MergeKit: A Toolkit for Merging Large Language Models.

Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vladimir Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

A Corneal Surface Reflections-Based Intelligent System for Lifelogging Applications.

Tharindu Kaluarachchi, Shamane Siriwardhana, Elliott Wen, Suranga Nanayakkara

Int. J. Hum. Comput. Interact., May, 2023

Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering.

Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara

Trans. Assoc. Comput. Linguistics, 2023

2022

VRhook: A Data Collection Tool for VR Motion Sickness Research.

Elliott Wen, Tharindu Indrajith Kaluarachchi, Shamane Siriwardhana, Vanessa Tang, Mark Billinghurst, Robert W. Lindeman, Richard Yao, James Lin, Suranga Nanayakkara

Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

2021

Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering.

Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Suranga Nanayakkara

CoRR, 2021

2020

Multimodal Emotion Recognition With Transformer-Based Self Supervised Feature Fusion.

Shamane Siriwardhana, Tharindu Kaluarachchi, Mark Billinghurst, Suranga Nanayakkara

IEEE Access, 2020

Jointly Fine-Tuning "BERT-Like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition.

Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

VUSFA: Variational Universal Successor Features Approximator to Improve Transfer DRL for Target Driven Visual Navigation.

Shamane Siriwardhana, Rivindu Weerasekera, Denys J. C. Matthies, Suranga Nanayakkara

CoRR, 2019

2018

FingerReader2.0: Designing and Evaluating a Wearable Finger-Worn Camera to Assist People with Visual Impairments while Shopping.

Roger Boldu, Alexandru Dancu, Denys J. C. Matthies, Thisum Buddhika, Shamane Siriwardhana, Suranga Nanayakkara

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations.

Shamane Siriwardhana, Rivindu Weerasekera, Suranga Nanayakkara

CoRR, 2018