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Mechanistic Mode Connectivity


Nov 15, 2022
Ekdeep Singh Lubana, Eric J. Bigelow, Robert P. Dick, David Krueger, Hidenori Tanaka

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* 39 pages 

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Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering


May 23, 2022
Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur

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* Accepted at ICML, 2022 

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Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devices


Jan 24, 2022
Yingying Zhao, Yuhu Chang, Yutian Lu, Yujiang Wang, Mingzhi Dong, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang

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Beyond BatchNorm: Towards a General Understanding of Normalization in Deep Learning


Jul 08, 2021
Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka

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MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture


May 03, 2021
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang

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A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline


May 02, 2021
Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang

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* IEEE Transactions on Multimedia 

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HVAQ: A High-Resolution Vision-Based Air Quality Dataset


Feb 18, 2021
Zuohui Chen, Tony Zhang, Zhuangzhi Chen, Yun Xiang, Qi Xuan, Robert P. Dick

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Rethinking Quadratic Regularizers: Explicit Movement Regularization for Continual Learning


Feb 04, 2021
Ekdeep Singh Lubana, Puja Trivedi, Robert P. Dick

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A Gradient Flow Framework For Analyzing Network Pruning


Oct 02, 2020
Ekdeep Singh Lubana, Robert P. Dick

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