Deepti R. Bathula

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 28

Top Topics

Visual Object Recognition

Learning Styles

Top Venues

Publications

Arunava Chaudhuri, Abhishek Singh Sambyal, Deepti R. Bathula
Mutually Exclusive Multi-Modal Approach for Parkinson's Disease Classification. BIOSTEC (1) (2024)
Usma Niyaz, Abhishek Singh Sambyal, Deepti R. Bathula
Leveraging different learning styles for improved knowledge distillation in biomedical imaging. Comput. Biol. Medicine 168 (2024)
Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan, Deepti R. Bathula
Understanding calibration of deep neural networks for medical image classification. Comput. Methods Programs Biomed. 242 (2023)
Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan, Deepti R. Bathula
Understanding Calibration of Deep Neural Networks for Medical Image Classification. CoRR (2023)
Usma Niyaz, Deepti R. Bathula
Leveraging Different Learning Styles for Improved Knowledge Distillation. CoRR (2022)
Ranjana Roy Chowdhury, Deepti R. Bathula
IPNET: Influential Prototypical Networks for Few Shot Learning. CoRR (2022)
Usma Niyaz, Deepti R. Bathula
Augmenting Knowledge Distillation with Peer-to-Peer Mutual Learning for Model Compression. ISBI (2022)
Ranjana Roy Chowdhury, Deepti R. Bathula
Influential Prototypical Networks for Few Shot Learning: A Dermatological Case Study. ISBI (2022)
Subhranil Bagchi, Deepti R. Bathula
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification. Pattern Recognit. 129 (2022)
Abhishek Singh Sambyal, Narayanan C. Krishnan, Deepti R. Bathula
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks. ISBI (2022)
Jitender Singh Virk, Dwarikanath Mahapatra, Deepti R. Bathula
Medical VQA: MixUp Helps Keeping it Simple. IVCNZ (2022)
Jitender Singh Virk, Deepti R. Bathula
Domain-Specific, Semi-Supervised Transfer Learning for Medical Imaging. COMAD/CODS (2021)
Subhranil Bagchi, Deepti R. Bathula
Adequately Wide 1D CNN facilitates improved EEG based Visual Object Recognition. EUSIPCO (2021)
Usma Niyaz, Deepti R. Bathula
Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression. CoRR (2021)
Subhranil Bagchi, Deepti R. Bathula
EEG-ConvTransformer for Single-Trial EEG based Visual Stimuli Classification. CoRR (2021)
Abhishek Singh Sambyal, Narayanan C. Krishnan, Deepti R. Bathula
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks. CoRR (2021)
Anoop Jacob Thomas, Deepti R. Bathula
3D Multi-voxel Pattern Based Machine Learning for Multi-center fMRI Data Normalization. CVIP (2) (2021)
Apoorva Sikka, Skand, Jitender Singh Virk, Deepti R. Bathula
MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease. CoRR (2021)
Ranjana Roy Chowdhury, Deepti R. Bathula
Influential Prototypical Networks for Few Shot Learning: A Dermatological Case Study. CoRR (2021)
Jitender Singh Virk, Deepti R. Bathula
Domain Specific, Semi-Supervised Transfer Learning for Medical Imaging. CoRR (2020)
Subhranil Bagchi, Anurag Banerjee, Deepti R. Bathula
Learning A Meta-Ensemble Technique For Skin Lesion Classification And Novel Class Detection. CVPR Workshops (2020)
José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Hrvoje Bogunovic
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. Medical Image Anal. 59 (2020)
José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. CoRR (2019)
Sai Samarth R. Phaye, Apoorva Sikka, Abhinav Dhall, Deepti R. Bathula
Dense and Diverse Capsule Networks: Making the Capsules Learn Better. CoRR (2018)
Apoorva Sikka, Skand Vishwanath Peri, Deepti R. Bathula
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net for Multi-modal Alzheimer's Classification. SASHIMI@MICCAI (2018)
Apoorva Sikka, Skand Vishwanath Peri, Deepti R. Bathula
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification. CoRR (2018)
Sai Samarth R. Phaye, Apoorva Sikka, Abhinav Dhall, Deepti R. Bathula
Multi-level Dense Capsule Networks. ACCV (5) (2018)
Apoorva Sikka, Gaurav Mittal, Deepti R. Bathula, Narayanan C. Krishnan
Supervised deep segmentation network for brain extraction. ICVGIP (2016)
Gourav Bansal, Pulkit Gera, Deepti R. Bathula
Template based classification of cardiac Arrhythmia in ECG data. ReTIS (2015)
Deepti R. Bathula, Hemant D. Tagare, Lawrence H. Staib, Xenophon Papademetris, Robert T. Schultz, James S. Duncan
Bayesian Analysis of fMRI Data with ICA Based Spatial Prior. MICCAI (2) (2008)
Deepti R. Bathula, Xenophon Papademetris, James S. Duncan
Level Set Based Clustering for Analysis of Functional Mri Data. ISBI (2007)