Shamane Siriwardhana

17 papers A* 1A 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	NuMuon: Nuclear-Norm-Constrained Muon for Compressible LLM Training. CoRR Hadi Mohaghegh Dolatabadi, Thalaiyasingam Ajanthan, Sameera Ramasinghe, Chamin Hewa Koneputugodage, Shamane Siriwardhana, Violetta Shevchenko, Karol Pajak, James Snewin, Gil Avraham, Alexander Long
2024	—	`conf`	Arcee's MergeKit: A Toolkit for Merging Large Language Models. EMNLP (Industry Track) Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vladimir Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz
2024	J	`jnl`	Arcee's MergeKit: A Toolkit for Merging Large Language Models. CoRR Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vlad Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz
2024	J	`jnl`	Can AI Models Summarize Your Diary Entries? Investigating Utility of Abstractive Summarization for Autobiographical Text. Int. J. Hum. Comput. Interact. Shamane Siriwardhana, Chitralekha Gupta, Tharindu Kaluarachchi, Vipula Dissanayake, Suveen Ellawela, Suranga Nanayakkara
2024	J	`jnl`	Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation. CoRR Shamane Siriwardhana, Mark McQuade, Thomas Gauthier, Lucas Atkins, Fernando Fernandes Neto, Luke Meyers, Anneketh Vij, Tyler Odenthal, Charles Goddard, Mary MacCarthy, Jacob Solawetz
2024	J	`jnl`	Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation. CoRR Thomas Gauthier-Caron, Shamane Siriwardhana, Elliot Stein, Malikeh Ehghaghi, Charles Goddard, Mark McQuade, Jacob Solawetz, Maxime Labonne
2023	J	`jnl`	A Corneal Surface Reflections-Based Intelligent System for Lifelogging Applications. Int. J. Hum. Comput. Interact. Tharindu Kaluarachchi, Shamane Siriwardhana, Elliott Wen, Suranga Nanayakkara
2023	J	`jnl`	Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. Trans. Assoc. Comput. Linguistics Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara
2022	J	`jnl`	Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. CoRR Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Tharindu Kaluarachchi, Rajib Rana, Suranga Nanayakkara
2022	A*	`conf`	VRhook: A Data Collection Tool for VR Motion Sickness Research. UIST Elliott Wen, Tharindu Indrajith Kaluarachchi, Shamane Siriwardhana, Vanessa Tang, Mark Billinghurst, Robert W. Lindeman, Richard Yao, James Lin, Suranga Nanayakkara
2021	J	`jnl`	Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering. CoRR Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Suranga Nanayakkara
2020	A	`conf`	Jointly Fine-Tuning "BERT-Like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. INTERSPEECH Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara
2020	J	`jnl`	Jointly Fine-Tuning "BERT-like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. CoRR Shamane Siriwardhana, Andrew Reis, Rivindu Weerasekera, Suranga Nanayakkara
2020	J	`jnl`	Multimodal Emotion Recognition With Transformer-Based Self Supervised Feature Fusion. IEEE Access Shamane Siriwardhana, Tharindu Kaluarachchi, Mark Billinghurst, Suranga Nanayakkara
2019	J	`jnl`	VUSFA: Variational Universal Successor Features Approximator to Improve Transfer DRL for Target Driven Visual Navigation. CoRR Shamane Siriwardhana, Rivindu Weerasekera, Denys J. C. Matthies, Suranga Nanayakkara
2018	J	`jnl`	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. Roger Boldu, Alexandru Dancu, Denys J. C. Matthies, Thisum Buddhika, Shamane Siriwardhana, Suranga Nanayakkara
2018	J	`jnl`	Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations. CoRR Shamane Siriwardhana, Rivindu Weerasekera, Suranga Nanayakkara