Country
Model Preserving Compressionfor Neural Networks
Classically, the Singular Value Decomposition (SVD) (see, e.g., [vides w-rankapproximation.
Adversarially Robust Optimization with Gaussian Processes
Ilija Bogunovic, Jonathan Scarlett, Stefanie Jegelka, Volkan Cevher
Neural Information Processing Systems http://nips.cc/
Incremental Scene Synthesis
Benjamin Planche, Xuejian Rong, Ziyan Wu, Srikrishna Karanam, Harald Kosch, YingLi Tian, Jan Ernst, ANDREAS HUTTER
Novel view synthesis methods of this type have three common limitations.
An intriguing failing of convolutional neural networks and the CoordConv solution
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski
Using CoordConvin aGANproduced lessmode collapse asthetransform between high-levelspatial latents and pixels becomes easier to learn.
Overleaf Example
Large transformer-based foundation models have been commonly used as pre-trained models that can be adapted to different challenging datasets and settings with state-of-the-art generalization performance.
