Shamane Siriwardhana

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Visual Navigation

Top Venues

Int. J. Hum. Comput. Interact.

Trans. Assoc. Comput. Linguistics

Publications

Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vlad Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz
Arcee's MergeKit: A Toolkit for Merging Large Language Models. CoRR (2024)
Shamane Siriwardhana, Mark McQuade, Thomas Gauthier, Lucas Atkins, Fernando Fernandes Neto, Luke Meyers, Anneketh Vij, Tyler Odenthal, Charles Goddard, Mary MacCarthy, Jacob Solawetz
Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation. CoRR (2024)
Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. Trans. Assoc. Comput. Linguistics 11 (2023)
Tharindu Kaluarachchi, Shamane Siriwardhana, Elliott Wen, Suranga Nanayakkara
A Corneal Surface Reflections-Based Intelligent System for Lifelogging Applications. Int. J. Hum. Comput. Interact. 39 (9) (2023)
Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Tharindu Kaluarachchi, Rajib Rana, Suranga Nanayakkara
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. CoRR (2022)
Elliott Wen, Tharindu Indrajith Kaluarachchi, Shamane Siriwardhana, Vanessa Tang, Mark Billinghurst, Robert W. Lindeman, Richard Yao, James Lin, Suranga Nanayakkara
VRhook: A Data Collection Tool for VR Motion Sickness Research. UIST (2022)
Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Suranga Nanayakkara
Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering. CoRR (2021)
Shamane Siriwardhana, Tharindu Kaluarachchi, Mark Billinghurst, Suranga Nanayakkara
Multimodal Emotion Recognition With Transformer-Based Self Supervised Feature Fusion. IEEE Access 8 (2020)
Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara
Jointly Fine-Tuning "BERT-like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. CoRR (2020)
Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara
Jointly Fine-Tuning "BERT-Like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. INTERSPEECH (2020)
Shamane Siriwardhana, Rivindu Weerasekera, Denys J. C. Matthies, Suranga Nanayakkara
VUSFA: Variational Universal Successor Features Approximator to Improve Transfer DRL for Target Driven Visual Navigation. CoRR (2019)
Roger Boldu, Alexandru Dancu, Denys J. C. Matthies, Thisum Buddhika, Shamane Siriwardhana, Suranga Nanayakkara
FingerReader2.0: Designing and Evaluating a Wearable Finger-Worn Camera to Assist People with Visual Impairments while Shopping. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Shamane Siriwardhana, Rivindu Weerasekera, Suranga Nanayakkara
Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations. CoRR (2018)