Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Nostalgic Adam: Weighing more of the past gradients when designing the adaptive learning rate
Published in IJCAI 2019, 2019
A simple variant of Adam that solves the theoretical divergence problem and also improves performance
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Feature Space Singularity for Out-of-distribution Detection
Published in SafeAI 2021, 2020
OOD samples concentrate in the feature space.
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Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective
Published in preprint, 2021
A frequency analysis of the bi-Lipschitz constraint in ResNets.
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Decomposing Representations for Deterministic Uncertainty Estimation
Published in 6th Bayesian Deep Learning workshop at NeurIPS 2021, 2021
Decompose representations for overall better AUROC across multiple benchmarks.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.