Publications
Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation
Authors: Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan Turaga
Status: In Review
Conference/Journal: WACV 2025
Learning Low-Rank Feature for Thorax Disease Classification
Authors: Rajeev Goel, Utkarsh Nath, Yancheng Wang, AC Silva, Teresa Wu, Yingzhen Yang
Status: In Review
Conference/Journal: NeurIPS 2024
Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models
Authors: Utkarsh Nath, Rajhans Singh, Ankita Singh, Kuldeep Kulkarni, Pavan Turaga
Status: In Minor Revision
Conference/Journal: International Journal of Computer Vision
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation
Authors: Utkarsh Nath, Yancheng Wang, Pavan Turaga, Yingzhen Yang
Status: Published
Conference/Journal: International Journal of Computer Vision (2024)
Neural Architecture Search Finds Robust Models by Knowledge Distillation
Authors: Utkarsh Nath, Yancheng Wang, Yingzhen Yang
Status: Accepted
Conference/Journal: Uncertainty in Artificial Intelligence (UAI) 2024
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation
Authors: Utkarsh Nath, Yancheng Wang, Yingzhen Yang
Status: Presented
Conference/Journal: ICLR 2023 Workshop on Pitfalls of limited data and computation for Trustworthy ML
Adjoined Networks: A Training Paradigm with Applications to Network Compression
Authors: Utkarsh Nath, Shrinu Kushagra, Yingzhen Yang
Status: Presented
Conference/Journal: AAAI Spring Symposium 2022