Warren Richard Morningstar

12 papers A* 3Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations.
UniReps
Neha Mukund Kalibhat, Warren Richard Morningstar, Alex Bijamov, Luyang Liu, Karan Singhal, Philip Andrew Mansfield
2025 A* conf
Forte : Finding Outliers with Representation Typicality Estimation.
ICLR
Debargha Ganguly, Warren Richard Morningstar, Andrew Seohwan Yu, Vipin Chaudhary
2024 — conf
Federated Variational Inference: Towards Improved Personalization and Generalization.
AAAI Spring Symposia
Elahe Vedadi, Joshua V. Dillon, Philip Andrew Mansfield, Karan Singhal, Arash Afkanpour, Warren Richard Morningstar
2024 J jnl
Federated Variational Inference: Towards Improved Personalization and Generalization.
Trans. Mach. Learn. Res.
Elahe Vedadi, Joshua V. Dillon, Philip Andrew Mansfield, Karan Singhal, Arash Afkanpour, Warren Richard Morningstar
2024 J jnl
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer.
Trans. Mach. Learn. Res.
Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad, Alex Bijamov, Warren Richard Morningstar, Philip Andrew Mansfield
2023 J jnl
Federated Variational Inference: Towards Improved Personalization and Generalization.
CoRR
Elahe Vedadi, Joshua V. Dillon, Philip Andrew Mansfield, Karan Singhal, Arash Afkanpour, Warren Richard Morningstar
2023 J jnl
Random Field Augmentations for Self-Supervised Representation Learning.
CoRR
Philip Andrew Mansfield, Arash Afkanpour, Warren Richard Morningstar, Karan Singhal
2023 — conf
Random field augmentations for self-supervised representation learning.
NeurReps
Philip Andrew Mansfield, Arash Afkanpour, Warren Richard Morningstar, Karan Singhal
2023 J jnl
Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout.
CoRR
Pengfei Guo, Warren Richard Morningstar, Raviteja Vemulapalli, Karan Singhal, Vishal M. Patel, Philip Andrew Mansfield
2023 A* conf
Weighted Ensemble Self-Supervised Learning.
ICLR
Yangjun Ruan, Saurabh Singh, Warren Richard Morningstar, Alexander A. Alemi, Sergey Ioffe, Ian Fischer, Joshua V. Dillon
2022 J jnl
Federated Training of Dual Encoding Models on Small Non-IID Client Datasets.
CoRR
Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield, Hubert Eichner, Karan Singhal, Arash Afkanpour, Bradley Green
2022 A* conf
What Do We Mean by Generalization in Federated Learning?
ICLR
Honglin Yuan, Warren Richard Morningstar, Lin Ning, Karan Singhal