Search Results for author: Haoxiang Huang

Found 2 papers, 0 papers with code

Perturbation Analysis of Neural Collapse

no code implementations29 Oct 2022 Tom Tirer, Haoxiang Huang, Jonathan Niles-Weed

In this paper, we propose a richer model that can capture this phenomenon by forcing the features to stay in the vicinity of a predefined features matrix (e. g., intermediate features).

Deep Probability Estimation

no code implementations21 Nov 2021 Sheng Liu, Aakash Kaku, Weicheng Zhu, Matan Leibovich, Sreyas Mohan, Boyang Yu, Haoxiang Huang, Laure Zanna, Narges Razavian, Jonathan Niles-Weed, Carlos Fernandez-Granda

Reliable probability estimation is of crucial importance in many real-world applications where there is inherent (aleatoric) uncertainty.

Autonomous Vehicles Weather Forecasting

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