Gupta, Gaurav

18 publications

ICLR 2025 Enhancing Language Model Agents Using Diversity of Thoughts Vijay Lingam, Behrooz Omidvar Tehrani, Sujay Sanghavi, Gaurav Gupta, Sayan Ghosh, Linbo Liu, Jun Huan, Anoop Deoras
ICML 2024 Collage: Light-Weight Low-Precision Strategy for LLM Training Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan
ICLRW 2024 Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes Dynamics Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari, Boran Han, Gaurav Gupta, Bernie Wang, Andrew Stuart, Michael W. Mahoney
ICLR 2024 Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
ICML 2024 Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs S Chandra Mouli, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Andrew Stuart, Michael W. Mahoney, Bernie Wang
ICLR 2023 Coupled Multiwavelet Operator Learning for Coupled Differential Equations Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan
ICLR 2023 Guiding Continuous Operator Learning Through Physics-Based Boundary Constraints Nadim Saad, Gaurav Gupta, Shima Alizadeh, Danielle C. Maddix
ICML 2023 Learning Physical Models That Can Respect Conservation Laws Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney
ICLRW 2023 Learning Physical Models That Can Respect Conservation Laws Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney
ICML 2023 Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting Hilaf Hasson, Danielle C. Maddix, Bernie Wang, Gaurav Gupta, Youngsuk Park
NeurIPSW 2022 First De-Trend Then Attend: Rethinking Attention for Time-Series Forecasting Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Bernie Wang
ICLR 2022 Non-Linear Operator Approximations for Initial Value Problems Gaurav Gupta, Xiongye Xiao, Radu Balan, Paul Bogdan
CVPRW 2022 Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization Changjie Lu, Shen Zheng, Gaurav Gupta
NeurIPS 2021 Multiwavelet-Based Operator Learning for Differential Equations Gaurav Gupta, Xiongye Xiao, Paul Bogdan
IJCAI 2018 Anonymizing K Facial Attributes via Adversarial Perturbations Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta
WACV 2017 Robust Hand Gestural Interaction for Smartphone Based AR/VR Applications Shreyash Mohatta, Ramakrishna Perla, Gaurav Gupta, Ehtesham Hassan, Ramya Hebbalaguppe
ICCVW 2017 Siamese Networks for Chromosome Classification Swati, Gaurav Gupta, Mohit Yadav, Monika Sharma, Lovekesh Vig
ICCV 2007 Robust Modelling and Tracking of NonRigid Objects Using Active-GNG Anastassia Angelopoulou, Alexandra Psarrou, Gaurav Gupta, José García Rodríguez