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ORCIDShamane Siriwardhana
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2020 – today
- 2024
[j5]Shamane Siriwardhana
, Chitralekha Gupta, Tharindu Kaluarachchi, Vipula Dissanayake, Suveen Ellawela, Suranga Nanayakkara:
Can AI Models Summarize Your Diary Entries? Investigating Utility of Abstractive Summarization for Autobiographical Text. Int. J. Hum. Comput. Interact. 40(24): 8655-8673 (2024)- [c3]Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vladimir Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz:
Arcee's MergeKit: A Toolkit for Merging Large Language Models. EMNLP (Industry Track) 2024: 477-485 - [i8]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 abs/2403.13257 (2024) - [i7]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 abs/2406.14971 (2024) - [i6]Thomas Gauthier-Caron, Shamane Siriwardhana, Elliot Stein, Malikeh Ehghaghi, Charles Goddard, Mark McQuade, Jacob Solawetz, Maxime Labonne:
Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation. CoRR abs/2410.08371 (2024) - 2023
- [j4]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): 1963-1980 (2023) - [j3]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: 1-17 (2023) - 2022
- [c2]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: 82:1-82:9 - [i5]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 abs/2210.02627 (2022) - 2021
- [i4]Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Suranga Nanayakkara:
Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering. CoRR abs/2106.11517 (2021) - 2020
- [j2]Shamane Siriwardhana, Tharindu Kaluarachchi, Mark Billinghurst, Suranga Nanayakkara:
Multimodal Emotion Recognition With Transformer-Based Self Supervised Feature Fusion. IEEE Access 8: 176274-176285 (2020) - [c1]Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara:
Jointly Fine-Tuning "BERT-Like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. INTERSPEECH 2020: 3755-3759 - [i3]Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara:
Jointly Fine-Tuning "BERT-like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. CoRR abs/2008.06682 (2020)
2010 – 2019
- 2019
- [i2]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 abs/1908.06376 (2019) - 2018
- [j1]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): 94:1-94:19 (2018) - [i1]Shamane Siriwardhana, Rivindu Weerasekera, Suranga Nanayakkara:
Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations. CoRR abs/1811.11312 (2018)
Coauthor Index
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