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

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

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)