Warren R. Morningstar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Variational Inference

Image Representation

Top Venues

Publications

Warren R. Morningstar, Alex Bijamov, Chris Duvarney, Luke Friedman, Neha Mukund Kalibhat, Luyang Liu, Philip Andrew Mansfield, Renan A. Rojas-Gomez, Karan Singhal, Bradley Green, Sushant Prakash
Augmentations vs Algorithms: What Works in Self-Supervised Learning. CoRR (2024)
Neha Kalibhat, Warren R. Morningstar, Alex Bijamov, Luyang Liu, Karan Singhal, Philip Andrew Mansfield
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations. CoRR (2023)
Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad, Alex Bijamov, Warren R. Morningstar, Philip Andrew Mansfield
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer. CoRR (2023)
Yangjun Ruan, Saurabh Singh, Warren R. Morningstar, Alexander A. Alemi, Sergey Ioffe, Ian Fischer, Joshua V. Dillon
Weighted Ensemble Self-Supervised Learning. CoRR (2022)
Warren R. Morningstar, Alex Alemi, Joshua V. Dillon
PACm-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime. AISTATS (2022)
Warren R. Morningstar, Cusuh Ham, Andrew G. Gallagher, Balaji Lakshminarayanan, Alex Alemi, Joshua V. Dillon
Density of States Estimation for Out of Distribution Detection. AISTATS (2021)
Honglin Yuan, Warren R. Morningstar, Lin Ning, Karan Singhal
What Do We Mean by Generalization in Federated Learning? CoRR (2021)
Warren R. Morningstar, Sharad M. Vikram, Cusuh Ham, Andrew G. Gallagher, Joshua V. Dillon
Automatic Differentiation Variational Inference with Mixtures. AISTATS (2021)
Warren R. Morningstar, Sharad M. Vikram, Cusuh Ham, Andrew G. Gallagher, Joshua V. Dillon
Automatic Differentiation Variational Inference with Mixtures. CoRR (2020)
Alexander A. Alemi, Warren R. Morningstar, Ben Poole, Ian Fischer, Joshua V. Dillon
VIB is Half Bayes. CoRR (2020)
Warren R. Morningstar, Cusuh Ham, Andrew G. Gallagher, Balaji Lakshminarayanan, Alexander A. Alemi, Joshua V. Dillon
Density of States Estimation for Out-of-Distribution Detection. CoRR (2020)
Warren R. Morningstar, Alexander A. Alemi, Joshua V. Dillon
-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime. CoRR (2020)