Rahul Duggal
Georgia Institute of Technology
H-index: 14
North America-United States
Top articles of Rahul Duggal
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Robust principles: Architectural design principles for adversarially robust cnns | arXiv preprint arXiv:2308.16258 | ShengYun Peng Weilin Xu Cory Cornelius Matthew Hull Kevin Li | 2023/8/30 |
Evaluating robustness of vision transformers on imbalanced datasets (student abstract) | Proceedings of the AAAI Conference on Artificial Intelligence | Kevin Li Rahul Duggal Duen Horng Chau | 2023/6/26 |
Robarch: Designing robust architectures against adversarial attacks | arXiv preprint arXiv:2301.03110 | ShengYun Peng Weilin Xu Cory Cornelius Kevin Li Rahul Duggal | 2023/1/8 |
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries | Haekyu Park Seongmin Lee Benjamin Hoover Austin P Wright Omar Shaikh | 2023/10/21 | |
Robust Efficient Edge AI: New Principles and Frameworks for Empowering Artificial Intelligence on Edge Devices. | Rahul Duggal | 2022/8 | |
ConceptEvo: Interpreting Concept Evolution in Deep Learning Training | arXiv preprint arXiv:2203.16475 | Haekyu Park Seongmin Lee Benjamin Hoover Austin Wright Omar Shaikh | 2022/3/30 |
Towards regression-free neural networks for diverse compute platforms | Rahul Duggal Hao Zhou Shuo Yang Jun Fang Yuanjun Xiong | 2022 | |
MalNet: A large-scale image database of malicious software | Scott Freitas Rahul Duggal Duen Horng Chau | 2022/10/17 | |
IMB-NAS: Neural Architecture Search for Imbalanced Datasets | arXiv preprint arXiv:2210.00136 | Rahul Duggal Shengyun Peng Hao Zhou Duen Horng Chau | 2022/9/30 |
Neurocartography: Scalable automatic visual summarization of concepts in deep neural networks | IEEE Transactions on Visualization and Computer Graphics | Haekyu Park Nilaksh Das Rahul Duggal Austin P Wright Omar Shaikh | 2021/9/29 |
Compatibility-aware heterogeneous visual search | CVPR | Rahul Duggal Hao Zhou Shuo Yang Yuanjun Xiong Wei Xia | 2021/5/13 |
Har: Hardness aware reweighting for imbalanced datasets | Rahul Duggal Scott Freitas Sunny Dhamnani Duen Horng Chau Jimeng Sun | 2021/12/15 | |
Cup: Cluster pruning for compressing deep neural networks | Rahul Duggal Cao Xiao Richard Vuduc Duen Horng Chau Jimeng Sun | 2021/12/15 | |
GCTI-SN: Geometry-inspired chemical and tissue invariant stain normalization of microscopic medical images | Medical Image Analysis | Anubha Gupta Rahul Duggal Shiv Gehlot Ritu Gupta Anvit Mangal | 2020/10/1 |
Elf: An early-exiting framework for long-tailed classification | arXiv preprint arXiv:2006.11979 | Rahul Duggal Scott Freitas Sunny Dhamnani Duen Horng Chau Jimeng Sun | 2020/6/22 |
Rest: Robust and efficient neural networks for sleep monitoring in the wild | Rahul Duggal Scott Freitas Cao Xiao Duen Horng Chau Jimeng Sun | 2020/4/20 |
Co-Authors
