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Title Year Author Link Memo
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks 2014 Pierre et al pdf multiscale and sliding window
UberNet: Training a ‘Universal’ Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory 2016 Iasonas Kokkinos pdf low, mid, high-level CNN
Predicting Depth, Surface Normals and Semantic Labels
with a Common Multi-Scale Convolutional Architecture 2015 David Eigen et al pdf coarse-fine grained multiscale CNN
Multi-Task Learning Using Uncertainty to Weigh Losses
for Scene Geometry and Semantics 2018 Alex Kendall et al pdf normalize loss with learned variance