Publications (26)
A Comprehensive Convolutional Neural Network Architecture Design using Magnetic Skyrmion and Domain Wall
Saumya Gupta, Venkatesh Vadde, Bhaskaran Muralidharan +1
Bridging 3D Deep Learning and Curation for Analysis and High-Quality Segmentation in Practice
Simon Püttmann, Jonathan Jair Sà nchez Contreras, Lennart Kowitz +8
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis
Moinak Bhattacharya, Saumya Gupta, Annie Singh +3
TopoDiffusionNet: A Topology-aware Diffusion Model
Saumya Gupta, Dimitris Samaras, Chao Chen
Progenetix: 12 years of oncogenomic data curation
Haoyang Cai, Nitin Kumar, Ni Ai +3
Del-Net: A Single-Stage Network for Mobile Camera ISP
Saumya Gupta, Diplav Srivastava, Umang Chaturvedi +2
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction
Kehan Qi, Saumya Gupta, Xiaoling Hu +3
Subaru Hyper-Supreme Cam observations of IC 1396: Source catalogue, member population, and sub-clusters of the complex
Swagat R Das, Saumya Gupta, Jessy Jose +5
Subaru Hyper Suprime-Cam Survey of Cygnus OB2 Complex -- I: Introduction, Photometry and Source Catalog
Saumya Gupta, Jessy Jose, Surhud More +11
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
Saumya Gupta, Scott Biggs, Moritz Laber +3
Membership analysis and 3D kinematics of the star-forming complex around Trumpler 37 using Gaia-DR3
Swagat R. Das, Saumya Gupta, Prem Prakash +2
Topology-Aware Uncertainty for Image Segmentation
Saumya Gupta, Yikai Zhang, Xiaoling Hu +2
Ultrahigh Frequency and Multi-channel Output in Skyrmion Based Nano-oscillator
Abhishek Sharma, Saumya Gupta, Debasis Das +2
Search for Brown Dwarfs in IC 1396 with Subaru HSC: Interpreting the Impact of Environmental Factors on Sub-stellar Population
Saumya Gupta, Jessy Jose, Swagat Ranjan Das +4
Revealing the substellar population of IC 1396: A spectroscopic survey of brown dwarfs in the region
Belinda Damian, Jessy Jose, Aleks Scholz +7
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
Meilong Xu, Saumya Gupta, Xiaoling Hu +5
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang +50
Learning Topological Interactions for Multi-Class Medical Image Segmentation
Saumya Gupta, Xiaoling Hu, James Kaan +10
The past, present and future of observations of externally irradiated disks
Planet formation environments collaboration, Megan Allen, Rossella Anania +51
Image Synthesis Using Spintronic Deep Convolutional Generative Adversarial Network
Saumya Gupta, Abhinandan, Venkatesh vadde +2
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
Meilong Xu, Xiaoling Hu, Saumya Gupta +2
Efficient Whole Slide Pathology VQA via Token Compression
Weimin Lyu, Qingqiao Hu, Kehan Qi +4
Gummy's Way Out -- a Tangible Interactive Narrative with Food and the Diegetic Body
Saumya Gupta, Theresa Jean Tanenbaum
Backdooring Vision-Language Models with Out-Of-Distribution Data
Weimin Lyu, Jiachen Yao, Saumya Gupta +6
Twins in Diversity: Understanding circumstellar disk evolution in the twin clusters of W5 complex
Belinda Damian, Jessy Jose, Swagat R. Das +6
LoC-Path: Learning to Compress for Pathology Multimodal Large Language Models
Qingqiao Hu, Weimin Lyu, Meilong Xu +5