Rishav Pramanik's Projects
An adaptive and altruistic PSO-based deep feature selection method for Pneumonia detection from Chest X-rays, published in Applied Soft Computing, Elsevier
A Pytorch implementation of the CNN+RNN architecture on the MS-COCO dataset
😎 Awesome lists about all kinds of interesting topics
A fuzzy distance-based ensemble of deep models for cervical cancer detection published in Computer Methods and Programs in Biomedicine, Elsevier
Laboratory assignments
Assignments, codes, and other materials from my undergrad computer science course at Jadavpur University
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
[IJCNN 2024] Masked Multi-Query Slot Attention for Unsupervised Object Discovery, 2024 International Joint Conference on Neural Networks
A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
MSENet: Mean and standard deviation based ensemble network for cervical cancer detection in Engineering Applications of Artificial Intelligence
A deep ensemble with SVM for recognising handwritten music symbol
PyTorch implementations of Generative Adversarial Networks.
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
PyTorch implementation of "SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE" [WIP]
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
Transformer-based deep reverse attention network for multi-sensory human activity recognition published in Engineering Applications of Artificial Intelligence, Elsevier
Config files for my GitHub profile.
TOPSIS aided ensemble of CNN models for screening COVID-19 in chest X-ray images published in Nature Scientific Reports