Simultaneously Concentrated PSWF-based Synchrosqueezing S-transform and its application to R peak detection in ECG signal. - Neha Singh; Puneesh Deora; Pyari Mohan Pradhan (RO-MAN, 2019)

Robust Compressive Sensing MRI Reconstruction using Generative Adversarial Networks. - Puneesh Deora; Bhavya Vasudeva; Saumik Bhattacharya; Pyari Mohan Pradhan (CoRR, 2019)

Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks. - Puneesh Deora; Bhavya Vasudeva; Saumik Bhattacharya; Pyari Mohan Pradhan (CVPR Workshops, 2020)

AIM 2020 Challenge on Learned Image Signal Processing Pipeline. - Andrey Ignatov; Radu Timofte; Zhilu Zhang 001; Ming Liu 018; Haolin Wang; Wangmeng Zuo; Jiawei Zhang 002; Ruimao Zhang; Zhanglin Peng; Sijie Ren; Linhui Dai; Xiaohong Liu 001; et al. (ECCV Workshops (3), 2020)

Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction. - Bhavya Vasudeva; Puneesh Deora; Saumik Bhattacharya; Pyari Mohan Pradhan (CoRR, 2020)

AIM 2020 Challenge on Learned Image Signal Processing Pipeline. - Andrey Ignatov; Radu Timofte; Zhilu Zhang 001; Ming Liu 018; Haolin Wang; Wangmeng Zuo; Jiawei Zhang 002; Ruimao Zhang; Zhanglin Peng; Sijie Ren; Linhui Dai; Xiaohong Liu 001; et al. (CoRR, 2020)

LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning. - Bhavya Vasudeva; Puneesh Deora; Saumik Bhattacharya; Umapada Pal 001; Sukalpa Chanda (ICCV, 2021)

Compressed Sensing MRI Reconstruction with Co-VeGAN: Complex-Valued Generative Adversarial Network. - Bhavya Vasudeva; Puneesh Deora; Saumik Bhattacharya; Pyari Mohan Pradhan (WACV, 2022)

On Weighted Cross-Entropy for Label-Imbalanced Separable Data: An Algorithmic-Stability Study. - Puneesh Deora; Christos Thrampoulidis (ICASSP, 2023)

Fast Test Error Rates for Gradient-Based Algorithms on Separable Data. - Puneesh Deora; Bhavya Vasudeva; Vatsal Sharan; Christos Thrampoulidis (ICASSP, 2024)

On the Optimization and Generalization of Multi-head Attention. - Puneesh Deora; Rouzbeh Ghaderi; Hossein Taheri; Christos Thrampoulidis (Trans. Mach. Learn. Res., 2024)

Implicit Bias and Fast Convergence Rates for Self-attention. - Bhavya Vasudeva; Puneesh Deora; Christos Thrampoulidis (Trans. Mach. Learn. Res., 2025)

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly. - Puneesh Deora; Bhavya Vasudeva; Tina Behnia; Christos Thrampoulidis (CoRR, 2025)