conftrace_

numerical instability

5 papers

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Co-occurring keywords · papers mentioning both

partial differential equation (2) learning rate (2) stochastic gradient descent (2) edge of stability (1) winograd convolution (1) multi-view geometry (1) relative pose estimation (1) optimization stability (1) 8-bit quantization (1) optimization dynamics (1)

Papers

A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks JMLR 2024 Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024 Embracing the chaos: analysis and diagnosis of numerical instability in variational flows NeurIPS 2023 On the Instability of Relative Pose Estimation and RANSAC's Role CVPR 2022 Surprising Instabilities in Training Deep Networks and a Theoretical Analysis NeurIPS 2022