182 citations · 222 across the 5 of their papers we have counts for
6 papers
Context-Aware Regularization with Markovian Integration for Attention-Based Nucleotide Analysis
Mohammadsaleh Refahi, Mahdi Abavisani, Bahrad A. Sokhansanj +2
Transformers have revolutionized nucleotide sequence analysis, yet capturing long-range dependencies remains challenging. Recent studies show that autoregressive transformers often…
Multimodal Categorization of Crisis Events in Social Media
Mahdi Abavisani, Liwei Wu, Shengli Hu +2
Recent developments in image classification and natural language processing, coupled with the rapid growth in social media usage, have enabled fundamental advances in detecting bre…
Deep Sparse Representation-based Classification
Mahdi Abavisani, Vishal M. Patel
We present a transductive deep learning-based formulation for the sparse representation-based classification (SRC) method. The proposed network consists of a convolutional autoenco…
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training
Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel
We present an efficient approach for leveraging the knowledge from multiple modalities in training unimodal 3D convolutional neural networks (3D-CNNs) for the task of dynamic hand…
Deep Multimodal Subspace Clustering Networks
Mahdi Abavisani, Vishal M. Patel
We present convolutional neural network (CNN) based approaches for unsupervised multimodal subspace clustering. The proposed framework consists of three main stages - multimodal en…
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks
Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel
In unsupervised image-to-image translation, the goal is to learn the mapping between an input image and an output image using a set of unpaired training images. In this paper, we p…