SafeCoVT: A Plug-and-Play Framework for Safety-Critical Applications:
(paper) Navlika Singh, Oana-Maria Camburu 2026. In Imperial College London internal conference
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs:
(Accepted - paper) Navlika Singh, Piyush Arora, Abhirama Subramanyam Penamakuri, Anand Mishra 2025. In Empirical Methods in Natural Language Processing (EMNLP) Main
Dataset Selection is Critical for Effective Pre-Training of Fish Detection Models for Underwater Video:
(Accepted - paper)
Devi Ayyagari, Talukder Wasi Alavi, Navlika Singh, Joshua Barnes, Corey Morris, Christopher Whidden 2025. In ICES Journal of Marine Science
UniPreCIS: A data pre-processing solution for collocated services on shared IoT:
(Accepted - paper)
Anirban Das, Navlika Singh, Suchetana Chakraborty 2024. In Journal of Future Generation Computer Systems