Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations. - Shamane Siriwardhana; Rivindu Weerasekera; Suranga Nanayakkara (CoRR, 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)

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)

Jointly Fine-Tuning "BERT-Like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition. - Shamane Siriwardhana; Andrew Reis; Rivindu Weerasekera; Suranga Nanayakkara (INTERSPEECH, 2020)

Multimodal Emotion Recognition With Transformer-Based Self Supervised Feature Fusion. - Shamane Siriwardhana; Tharindu Kaluarachchi; Mark Billinghurst; Suranga Nanayakkara (IEEE Access, 2020)

Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering. - Shamane Siriwardhana; Rivindu Weerasekera; Elliott Wen; Suranga Nanayakkara (CoRR, 2021)

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 (UIST, 2022)

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)

A Corneal Surface Reflections-Based Intelligent System for Lifelogging Applications. - Tharindu Kaluarachchi; Shamane Siriwardhana; Elliott Wen; Suranga Nanayakkara (Int. J. Hum. Comput. Interact., 2023)

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 (EMNLP (Industry Track), 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)

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)

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., 2024)