Better Together: Resnet-50 accuracy with $13x$ fewer parameters and at $3x$ speed. - Utkarsh Nath; Shrinu Kushagra (CoRR, 2020)

Similarity-based Distance for Categorical Clustering using Space Structure. - Utkarsh Nath; Shikha Asrani; Rahul Katarya (CoRR, 2020)

Adjoined Networks: A Training Paradigm With Applications to Network Compression. - Utkarsh Nath; Shrinu Kushagra; Yingzhen Yang (AAAI Spring Symposium: MAKE, 2022)

RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation. - Utkarsh Nath; Yancheng Wang; Yingzhen Yang (CoRR, 2023)

Learning Low-Rank Feature for Thorax Disease Classification. - Yancheng Wang; Rajeev Goel; Utkarsh Nath; Alvin C. Silva; Teresa Wu; Yingzhen Yang (NeurIPS, 2024)

Neural Architecture Search Finds Robust Models by Knowledge Distillation. - Utkarsh Nath; Yancheng Wang; Yingzhen Yang (UAI, 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)

RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation. - Utkarsh Nath; Yancheng Wang; Pavan K. Turaga; Yingzhen Yang (Int. J. Comput. Vis., 2024)

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 (UniReps, 2025)

Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation. - Utkarsh Nath; Rajeev Goel; Eun Som Jeon; Changhoon Kim; Kyle Min 001; Yezhou Yang; Yingzhen Yang; Pavan K. Turaga (WACV, 2025)

DecompDreamer: Advancing Structured 3D Asset Generation with Multi-Object Decomposition and Gaussian Splatting. - Utkarsh Nath; Rajeev Goel; Rahul Khurana; Kyle Min 001; Mark Ollila; Pavan K. Turaga; Varun Jampani; Tejaswi Gowda (CoRR, 2025)

Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation. - Sangmin Jung; Utkarsh Nath; Yezhou Yang; Giulia Pedrielli; Joydeep Biswas; Amy Zhang 001; Hassan Ghasemzadeh 001; Pavan K. Turaga (CoRR, 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., 2025)