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Ramana Rao Kompella

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Efficient Multitask Dense Predictor via Binarization

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May 23, 2024
Yuzhang Shang, Dan Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan

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Not All Federated Learning Algorithms Are Created Equal: A Performance Evaluation Study

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Mar 26, 2024
Gustav A. Baumgart, Jaemin Shin, Ali Payani, Myungjin Lee, Ramana Rao Kompella

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Urban Scene Diffusion through Semantic Occupancy Map

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Mar 19, 2024
Junge Zhang, Qihang Zhang, Li Zhang, Ramana Rao Kompella, Gaowen Liu, Bolei Zhou

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Prometheus: Infrastructure Security Posture Analysis with AI-generated Attack Graphs

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Dec 20, 2023
Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Elisa Bertino, Ramana Rao Kompella, Ashish Kundu

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From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models

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Nov 04, 2023
Zhuoshi Pan, Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Vicky Zhao, Ramana Rao Kompella, Sijia Liu

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Riemannian Multiclass Logistics Regression for SPD Neural Networks

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May 18, 2023
Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Nicu Sebe

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Federated Learning Operations Made Simple with Flame

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May 09, 2023
Harshit Daga, Jaemin Shin, Dhruv Garg, Ada Gavrilovska, Myungjin Lee, Ramana Rao Kompella

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