Utkarsh Nath

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Neural Architecture

Fewer Parameters

Execution Speed

Dissimilarity Measure

Top Venues

AAAI Spring Symposium: MAKE

Publications

Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks. CoRR (2024)
Rajeev Goel, Utkarsh Nath, Yancheng Wang, Alvin C. Silva, Teresa Wu, Yingzhen Yang
Learning Low-Rank Feature for Thorax Disease Classification. CoRR (2024)
Utkarsh Nath, Yancheng Wang, Yingzhen Yang
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation. CoRR (2023)
Utkarsh Nath, Shrinu Kushagra, Yingzhen Yang
Adjoined Networks: A Training Paradigm With Applications to Network Compression. AAAI Spring Symposium: MAKE (2022)
Utkarsh Nath, Shikha Asrani, Rahul Katarya
Similarity-based Distance for Categorical Clustering using Space Structure. CoRR (2020)
Utkarsh Nath, Shrinu Kushagra
Better Together: Resnet-50 accuracy with $13x$ fewer parameters and at $3x$ speed. CoRR (2020)