Saumya Gupta

46 papers A* 7A 4B 1Misc 2Journal 24Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights.
CoRR
Saumya Gupta, Scott Biggs, Moritz Laber, Zohair Shafi, Robin Walters, Ayan Paul
2026 J jnl
Image Synthesis Using Spintronic Deep Convolutional Generative Adversarial Network.
CoRR
Saumya Gupta, Abhinandan, Venkatesh Vadde, Bhaskaran Muralidharan, Abhishek Sharma
2025 A* conf
Backdooring Vision-Language Models with Out-Of-Distribution Data.
ICLR
Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen
2025 J jnl
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis.
CoRR
Moinak Bhattacharya, Saumya Gupta, Annie Singh, Chao Chen, Gagandeep Singh, Prateek Prasanna
2025 J jnl
Bridging 3D Deep Learning and Curation for Analysis and High-Quality Segmentation in Practice.
CoRR
Simon Püttmann, Jonathan Jair Sànchez Contreras, Lennart Kowitz, Peter Lampen, Saumya Gupta, Davide Panzeri, Nina Hagemann, Qiaojie Xiong, Dirk M. Hermann, Cao Chen, Jianxu Chen
2025 J jnl
Efficient Whole Slide Pathology VQA via Token Compression.
CoRR
Weimin Lyu, Qingqiao Hu, Kehan Qi, Zhan Shi, Wentao Huang, Saumya Gupta, Chao Chen
2025 J jnl
LoC-Path: Learning to Compress for Pathology Multimodal Large Language Models.
CoRR
Qingqiao Hu, Weimin Lyu, Meilong Xu, Kehan Qi, Xiaoling Hu, Saumya Gupta, Jiawei Zhou, Chao Chen
2025 A conf
SmartEdit: Editing-driven Engagement Prediction and Enhancement of Short-Videos.
ICME
Saumya Gupta, Ishita Dasgupta, Stefano Petrangeli, Somdeb Sarkhel
2025 A* conf
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model.
CVPR
Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen
2025 A* conf
TopoDiffusionNet: A Topology-aware Diffusion Model.
ICLR
Saumya Gupta, Dimitris Samaras, Chao Chen
2025 J jnl
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction.
CoRR
Kehan Qi, Saumya Gupta, Qingqiao Hu, Weimin Lyu, Chao Chen
2024 J jnl
Backdooring Vision-Language Models with Out-Of-Distribution Data.
CoRR
Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen
2024 J jnl
Gummy's Way Out - a Tangible Interactive Narrative with Food and the Diegetic Body.
CoRR
Saumya Gupta, Theresa Jean Tanenbaum
2024 J jnl
Redefine trigonometric cubic B-spline collocation scheme for solving convection-diffusion equation.
Int. J. Comput. Sci. Math.
Ashish Kumar Rawat, Neeraj Dhiman, Anand Chauhan, Saumya Gupta
2024 — conf
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency.
ECCV (78)
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen
2024 J jnl
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model.
CoRR
Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen
2024 J jnl
TopoDiffusionNet: A Topology-aware Diffusion Model.
CoRR
Saumya Gupta, Dimitris Samaras, Chao Chen
2024 A* conf
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024 J jnl
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
CoRR
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2023 J jnl
Foreign RNA spike-ins enable accurate allele-specific expression analysis at scale.
Bioinform.
Asia Mendelevich, Saumya Gupta, Aleksei Pakharev, Athanasios Teodosiadis, Andrey A. Mironov, Alexander A. Gimelbrant
2023 J jnl
TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images.
CoRR
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen
2023 A* conf
Topology-Aware Uncertainty for Image Segmentation.
NeurIPS
Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
2023 J jnl
Topology-Aware Uncertainty for Image Segmentation.
CoRR
Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
2022 — conf
Aerial Surveillance Quadcopter.
ACI@ISIC
Shadaj Tiwari, Shivangi Aggarwal, Satyam Kaushik, Saumya Gupta, Himani Garg, Manidipa Roy
2022 J jnl
Artificial Intelligence and the Future Libraries.
World Digit. Libr.
Vijay Kumar Verma, Saumya Gupta
2022 J jnl
Generative Modeling of Pedestrian Behavior: A Receding Horizon Optimization-Based Trajectory Planning Approach.
IEEE Access
Saumya Gupta, Mohamed H. Zaki, Adan Vela
2022 — conf
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
ECCV (29)
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2022 J jnl
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
CoRR
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2021 Misc conf
A Simulation Model of Breast Cancer Incidence, Progression, Diagnosis and Survival in India.
WSC
Saumya Gupta, Chandan Mittal, Soham Das, Shaurya Shriyam, Varun Ramamohan, Atul Batra
2021 J jnl
Del-Net: A Single-Stage Network for Mobile Camera ISP.
CoRR
Saumya Gupta, Diplav Srivastava, Umang Chaturvedi, Anurag Jain, Gaurav Khandelwal
2021 A conf
Exploring Food based Interactive, Multi-Sensory, and Tangible Storytelling Experiences.
Conference on Designing Interactive Systems
Saumya Gupta, Ferran Altarriba Bertran, Oguz 'Oz' Buruk, Sara Milkes Espinosa, Theresa Jean Tanenbaum, Minerva Wu
2021 — conf
Ovarian assessment using deep learning-based 3D ultrasound super resolution.
Computer-Aided Diagnosis
Saumya Gupta, Venkata Suryanarayana K., Srinivas Rao Kudavelly, G. A. Ramaraju
2021 Misc conf
Through the Zoom Glass: Drawing Design Inspiration from Mediated Playful Interactions with Food and Child Personas.
CHI PLAY
Yoram Chisik, Marie-Monique Schaper, Ferran Altarriba Bertran, Ruxandra Lupu, Laetitia Barbu, Laia Turmo Vidal, Erik Nilsen, Saumya Gupta, Cristina Valero
2021 — conf
Unsupervised Deep Learning based Longitudinal Follicular Growth Tracking during IVF Cycle using 3D Transvaginal Ultrasound in Assisted Reproduction.
EMBC
Diplav Srivastava, Saumya Gupta, Srinivas Kudavelly, Kadimesetty Venkata Suryanarayana, G. A. Ramaraju
2020 — conf
Design Flow of Wireless Body Sensor Network for Human Activity Classification using Long Short-Term Memory (LSTM) Neural Network.
EIT
Saumya Gupta, Boyang Wang, Won-Jae Yi, Jafar Saniie
2020 A* conf
Investigating Roleplaying and Identity Transformation in a Virtual Reality Narrative Experience.
CHI
Saumya Gupta, Theresa Jean Tanenbaum, Meena Devii Muralikumar, Aparajita S. Marathe
2019 A conf
Evaluating the Pleasures of Agency in Shiva's Rangoli, a Tangible Storytelling Installation.
Conference on Designing Interactive Systems
Saumya Gupta, Theresa Jean Tanenbaum
2019 A conf
Shiva's Rangoli: Tangible Interactive Storytelling in Ambient Environments.
Conference on Designing Interactive Systems (Companion Volume)
Saumya Gupta, Theresa Jean Tanenbaum
2019 B conf
Shiva's Rangoli: Tangible Storytelling through Diegetic Interfaces in Ambient Environments.
TEI
Saumya Gupta, Theresa Jean Tanenbaum, Karen Tanenbaum
2018 J jnl
Impact of pointing errors and turbulence effects on POLSK and coherent OWC-based FSO system over generalized turbulence channel model.
Photonic Netw. Commun.
K. Prabu, Saumya Gupta, Satwiki Jaiswal
2018 — conf
Touch To Talk: A Wearable Representing Social Media Metaphors.
CHI Extended Abstracts
Saumya Gupta, Praveen Venkateswaran, Shruti Khurana, Sindhuri Rayavaram
2018 A* conf
vrSocial: Toward Immersive Therapeutic VR Systems for Children with Autism.
CHI
LouAnne E. Boyd, Saumya Gupta, Sagar B. Vikmani, Carlos M. Gutierrez, Junxiang Yang, Erik Linstead, Gillian R. Hayes
2017 — conf
Currency recognition system using image processing.
IC3
Vedasamhitha Abburu, Saumya Gupta, S. R. Rimitha, Manjunath Mulimani, Shashidhar G. Koolagudi
2017 J jnl
Optimal Control for Congestion Pricing: Theory, Simulation, and Evaluation.
IEEE Trans. Intell. Transp. Syst.
Pushkin Kachroo, Saumya Gupta, Shaurya Agarwal, Kaan Özbay
2015 J jnl
arrayMap 2014: an updated cancer genome resource.
Nucleic Acids Res.
Haoyang Cai, Saumya Gupta, Prisni Rath, Ni Ai, Michael Baudis
2014 J jnl
Progenetix: 12 years of oncogenomic data curation.
Nucleic Acids Res.
Haoyang Cai, Nitin Kumar, Ni Ai, Saumya Gupta, Prisni Rath, Michael Baudis