Utkarsh Nath

According to our database, Utkarsh Nath authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Polynomial Implicit Neural Framework for Promoting Shape Awareness in Generative Models.

Utkarsh Nath, Rajhans Singh, Ankita Shukla, Kuldeep Kulkarni, Pavan K. Turaga

Int. J. Comput. Vis., May, 2025

Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation.

Sangmin Jung, Utkarsh Nath, Yezhou Yang, Giulia Pedrielli, Joydeep Biswas, Amy Zhang, Hassan Ghasemzadeh, Pavan K. Turaga

CoRR, May, 2025

DecompDreamer: Advancing Structured 3D Asset Generation with Multi-Object Decomposition and Gaussian Splatting.

Utkarsh Nath, Rajeev Goel, Rahul Khurana, Kyle Min, Mark Ollila, Pavan K. Turaga, Varun Jampani, Tejaswi Gowda

CoRR, March, 2025

Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation.

Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan K. Turaga

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Debiasing Global Workspace: A Cognitive Neural Framework for Learning Debiased and Interpretable Representations.

Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic

Proceedings of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models, 2025

2024

RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation.

Utkarsh Nath, Yancheng Wang, Pavan K. Turaga, Yingzhen Yang

Int. J. Comput. Vis., December, 2024

Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks.

Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic

CoRR, 2024

Neural Architecture Search Finds Robust Models by Knowledge Distillation.

Utkarsh Nath, Yancheng Wang, Yingzhen Yang

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Learning Low-Rank Feature for Thorax Disease Classification.

Yancheng Wang, Rajeev Goel, Utkarsh Nath, Alvin C. Silva, Teresa Wu, Yingzhen Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation.

Utkarsh Nath, Yancheng Wang, Yingzhen Yang

CoRR, 2023

2022

Adjoined Networks: A Training Paradigm With Applications to Network Compression.

Utkarsh Nath, Shrinu Kushagra, Yingzhen Yang

Proceedings of the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022), 2022

2020

Similarity-based Distance for Categorical Clustering using Space Structure.

Utkarsh Nath, Shikha Asrani, Rahul Katarya

CoRR, 2020

Better Together: Resnet-50 accuracy with $13x$ fewer parameters and at $3x$ speed.

Utkarsh Nath, Shrinu Kushagra

CoRR, 2020