no code implementations • 1 Jun 2024 • Manogna Sreenivas, Soma Biswas
The proposed framework ROSITA combines these components, enabling continuous online adaptation of Vision Language Models on a single image basis.
1 code implementation • 2 Sep 2023 • Manogna Sreenivas, Goirik Chakrabarty, Soma Biswas
This method draws inspiration from target clustering techniques and exploits the source classifier for generating pseudo-source samples.
no code implementations • 20 Apr 2023 • Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas
Adapting a trained model to perform satisfactorily on continually changing testing domains/environments is an important and challenging task.