4 citations · 8 across the 4 of their papers we have counts for
4 papers
Performance Prediction of Hub-Based Swarms
Puneet Jain, Chaitanya Dwivedi, Vigynesh Bhatt +2
A hub-based colony consists of multiple agents who share a common nest site called the hub. Agents perform tasks away from the hub like foraging for food or gathering information a…
Multi stain graph fusion for multimodal integration in pathology
Chaitanya Dwivedi, Shima Nofallah, Maryam Pouryahya +8
In pathology, tissue samples are assessed using multiple staining techniques to enhance contrast in unique histologic features. In this paper, we introduce a multimodal CNN-GNN bas…
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning
Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura +2
While Deep Neural Networks (DNNs) achieve state-of-the-art accuracy in various applications, they often fall short in accurately estimating their predictive uncertainty and, in tur…
Deep Kernels with Probabilistic Embeddings for Small-Data Learning
Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura +2
Gaussian Processes (GPs) are known to provide accurate predictions and uncertainty estimates even with small amounts of labeled data by capturing similarity between data points thr…