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Philip Andrew Mansfield

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SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer

Dec 02, 2023
Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad, Alex Bijamov, Warren R. Morningstar, Philip Andrew Mansfield

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Random Field Augmentations for Self-Supervised Representation Learning

Nov 07, 2023
Philip Andrew Mansfield, Arash Afkanpour, Warren Richard Morningstar, Karan Singhal

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Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout

Sep 11, 2023
Pengfei Guo, Warren Richard Morningstar, Raviteja Vemulapalli, Karan Singhal, Vishal M. Patel, Philip Andrew Mansfield

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Federated Variational Inference: Towards Improved Personalization and Generalization

May 25, 2023
Elahe Vedadi, Joshua V. Dillon, Philip Andrew Mansfield, Karan Singhal, Arash Afkanpour, Warren Richard Morningstar

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Federated Training of Dual Encoding Models on Small Non-IID Client Datasets

Sep 30, 2022
Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield, Hubert Eichner, Karan Singhal, Arash Afkanpour, Bradley Green

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Camera View Adjustment Prediction for Improving Image Composition

Apr 15, 2021
Yu-Chuan Su, Raviteja Vemulapalli, Ben Weiss, Chun-Te Chu, Philip Andrew Mansfield, Lior Shapira, Colvin Pitts

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Speaker Diarization with LSTM

Jan 31, 2018
Quan Wang, Carlton Downey, Li Wan, Philip Andrew Mansfield, Ignacio Lopez Moreno

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Links: A High-Dimensional Online Clustering Method

Jan 30, 2018
Philip Andrew Mansfield, Quan Wang, Carlton Downey, Li Wan, Ignacio Lopez Moreno

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