Azad Singh

According to our database, Azad Singh authored at least 16 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision.

Azad Singh, Deepak Mishra

CoRR, September, 2025

RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction.

Aiman Farooq, Azad Singh, Deepak Mishra, Santanu Chaudhury

CoRR, May, 2025

Large Scale Time-Series Representation Learning via Simultaneous Low- and High-Frequency Feature Bootstrapping.

Vandan Gorade, Azad Singh, Deepak Mishra

IEEE Trans. Neural Networks Learn. Syst., January, 2025

Self-Supervised Contextual Representations of Chest X-Ray Images.

Azad Singh, Dipan Mandal, Deepak Mishra

IEEE Signal Process. Lett., 2025

OTCXR: Rethinking Self-supervised Alignment using Optimal Transport for Chest X-ray Analysis.

Vandan Gorade, Azad Singh, Deepak Mishra

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

AI and IoHT guided Bioinformatics Solutions - Managing Stress Related Mental Health.

Sambhavi Jha, Shastri L. Nimmagadda, Azad Singh, Vishnu Tripathi, Neel Mani

Proceedings of the 29th Pacific Asia Conference on Information Systems, 2025

Guide2Heart: Proximity Guidance for Standard Echocardiographic View.

Gajendra Singh, Aiman Farooq, Azad Singh, Deepak Mishra, Rahul Choudhary, Pushpinder Singh Khera

Proceedings of the Simplifying Medical Ultrasound - 6th International Workshop, 2025

ViT Coupled Efficient CMOS Image Sensor with Sparse Acquisition and Patch Selection.

Wilfred Kisku, Azad Singh, Amandeep Kaur, Deepak Mishra

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection.

Azad Singh, Vishnu Tripathi, Ravindra Kumar Pandey, Pragyanand Saho, Prakhar Joshi, Neel Mani, Richa Alagh, Pallaw Mishra, Piyush Arora

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-Ray Self-Supervised Representation Learning.

Azad Singh, Vandan Gorade, Deepak Mishra

IEEE J. Biomed. Health Informatics, December, 2024

RibCageImp: A Deep Learning Framework for 3D Ribcage Implant Generation.

Gyanendra Chaubey, Aiman Farooq, Azad Singh, Deepak Mishra

CoRR, 2024

OPTiML: Dense Semantic Invariance Using Optimal Transport for Self-Supervised Medical Image Representation.

Azad Singh, Vandan Gorade, Deepak Mishra

CoRR, 2024

CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning.

Azad Singh, Deepak Mishra

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

IDQCE: Instance Discrimination Learning Through Quantized Contextual Embeddings for Medical Images.

Azad Singh, Deepak Mishra

Proceedings of the Pattern Recognition - 27th International Conference, 2024

AI-Enabled Diabetic Foot Care: A Cloud-Based IoT Ecosystem for Real-Time Monitoring and Recommendation.

Azad Singh, Neel Mani, Shastri L. Nimmagadda, Devanshu Sharma

Proceedings of the Australasian Conference on Information Systems, 2024

2022

MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud (Student Abstract).

Vandan Gorade, Azad Singh, Deepak Mishra

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022