Warren Richard Morningstar

12 papers A* 3Journal 6Unranked 3

Year	Rank	Type	Title / 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