Deepika Kumar

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Incremental Learning

Convolutional Neural Networks

Top Venues

EAI Endorsed Trans. Pervasive Health Technol.

Multim. Tools Appl.

EAI Endorsed Trans. Scalable Inf. Syst.

Mechatron. Syst. Control.

Publications

Himanshi Meswal, Deepika Kumar, Aryan Gupta, Sudipta Roy
A weighted ensemble transfer learning approach for melanoma classification from skin lesion images. Multim. Tools Appl. 83 (11) (2024)
Chetan Madan, Harshita Diddee, Deepika Kumar, Mamta Mittal
CodeFed: Federated Speech Recognition for Low-Resource Code-Switching Detection. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (1) (2024)
Vaibhav Gulati, Srijan Dwivedi, Deepika Kumar, Jatin Wadhwa, Devaansh Dhingra, D. Jude Hemanth
An automated framework to evaluate soft skills using posture and disfluency detection. Mach. Vis. Appl. 34 (5) (2023)
Aayush Khurana, Sweta Mittal, Deepika Kumar, Sonali Gupta, Ayushi Gupta
Tri-integrated convolutional neural network for audio image classification using Mel-frequency spectrograms. Multim. Tools Appl. 82 (4) (2023)
Chetan Madan, Harshita Diddee, Deepika Kumar, Shilpa Gupta, Shivani Jindal, Mansi Lal, Chiranjeev
Native accent Sensitive voice cloning using Pairwise Ranking based decoder Models. Mechatron. Syst. Control. 50 (3) (2022)
Deepika Kumar, Usha Batra
Classification of Invasive Ductal Carcinoma from histopathology breast cancer images using Stacked Generalized Ensemble. J. Intell. Fuzzy Syst. 40 (3) (2021)
Mukul Goyal, Rishabh Malik, Deepika Kumar, Siddhant Rathore, Rahul Arora
Musculoskeletal Abnormality Detection in Medical Imaging Using GnCNNr (Group Normalized Convolutional Neural Networks with Regularization). SN Comput. Sci. 1 (6) (2020)
Akshay Aggarwal, Aniruddha Chauhan, Deepika Kumar, Mamta Mittal, Sudipta Roy, Tai-Hoon Kim
Video Caption Based Searching Using End-to-End Dense Captioning and Sentence Embeddings. Symmetry 12 (6) (2020)
Akshay Aggarwal, Aniruddha Chauhan, Deepika Kumar, Mamta Mittal, Sharad Verma
Classification of Fake News by Fine-tuning Deep Bidirectional Transformers based Language Model. EAI Endorsed Trans. Scalable Inf. Syst. 7 (27) (2020)
Ansh Mittal, Deepika Kumar, Mamta Mittal, Tanzila Saba, Ibrahim Abunadi, Amjad Rehman, Sudipta Roy
Detecting Pneumonia using Convolutions and Dynamic Capsule Routing for Chest X-ray Images. Sensors 20 (4) (2020)
Deepika Kumar, Nikita Jain, Aayush Khurana, Sweta Mittal, Suresh Chandra Satapathy, Roman Senkerik, D. Jude Hemanth
Automatic Detection of White Blood Cancer From Bone Marrow Microscopic Images Using Convolutional Neural Networks. IEEE Access 8 (2020)
Inderpreet Singh Walia, Muskan Srivastava, Deepika Kumar, Mehar Rani, Parth Muthreja, Gaurav Mohadikar
Pneumonia Detection using Depth-Wise Convolutional Neural Network (DW-CNN). EAI Endorsed Trans. Pervasive Health Technol. 6 (23) (2020)
Ansh Mittal, Deepika Kumar
AiCNNs (Artificially-integrated Convolutional Neural Networks) for Brain Tumor Prediction. EAI Endorsed Trans. Pervasive Health Technol. 5 (17) (2019)
Deepika Kumar, Usha Batra
Epidemiology of Breast Cancer in Indian Women: Population and Hospital Based study. EAI Endorsed Trans. Pervasive Health Technol. 4 (16) (2018)
Aditya Gupta, Kunal Gusain, Deepika Kumar
Novel approach for incremental learning using ensemble of SVMs with particle swarm optimization. ICIIS (2016)