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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