1 code implementation • 30 Apr 2024 • Rishav Pramanik, José-Fabian Villa-Vásquez, Marco Pedersoli
Moreover, we extend the slot attention to a multi-query approach, allowing the model to learn multiple sets of slots, producing more stable masks.
1 code implementation • Scientific Reports 2023 • Momojit Biswas, Rishav Pramanik, Shibaprasad Sen, Aleksandr Sinitca, Dmitry Kaplun, Ram Sarkar
Then we apply the sum-rule-based ensemble method on the outcomes of U-Net models to get the final prediction mask.
1 code implementation • Applied Soft Computing 2022 • Rishav Pramanik, Sourodip Sarkar, Ram Sarkar
The proposed method successfully eliminates non-informative features obtained from the ResNet50 model, thereby improving the Pneumonia detection ability of the overall framework.
Ranked #1 on Classification on Chest X-Ray Images (Pneumonia)
1 code implementation • Computer Methods and Programs in Biomedicine 2022 • Rishav Pramanik, Momojit Biswas, ShibaprasadSen, Luis Antonio de Souza Júnior, João Paulo Papa, Ram Sarkar
This article proposes a fuzzy distance-based ensemble approach composed of deep learning models for cervical cancer detection in PaP smear images.
Ranked #1 on Image Classification on HErlev
no code implementations • 30 Jan 2022 • Soumitri Chattopadhyay, Aritra Marik, Rishav Pramanik
Metaheuristic algorithms are methods devised to efficiently solve computationally challenging optimization problems.