Publications

A. Singh, V. Gorade,  and D. Mishra,  MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning, IEEE JBHI'24

A. Singh and D. Mishra, IDQCE: Instance Discrimination Learning through Quantized Contextual Embeddings for Medical Images, ICPR'24

A. Singh and D. Mishra, CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning, MICCAI'24

V. Gorade, A. Singh and D. Mishra, Large Scale Time-Series Representation Learning via Simultaneous Low- and High-Frequency Feature Bootstrapping. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023​

V. Gorade, A. Singh and D. Mishra, MBGRLp: Multiscale Bootstrap Graph Representation Learning On Pointcloud. AAAI-22 Student Abstract.​

A. Singh and D. Mishra, Branching Out for Better BYOL. NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice.