当前标签：theoretical

Visualizing Data using t-SNE

馒头and花卷 2020-09-03 22:32 阅读:772 评论:0 推荐:0 编辑

Max-Mahalanobis Linear Discriminant Analysis Networks

馒头and花卷 2020-07-04 22:43 阅读:195 评论:0 推荐:0 编辑

Adversarially Robust Generalization Requires More Data

馒头and花卷 2020-06-02 20:46 阅读:312 评论:0 推荐:0 编辑

Understanding Black-box Predictions via Influence Functions

馒头and花卷 2020-05-21 21:06 阅读:422 评论:0 推荐:0 编辑

Adversarial Examples Are Not Bugs, They Are Features

馒头and花卷 2020-05-15 16:07 阅读:693 评论:17 推荐:1 编辑

A Primer on Domain Adaptation Theory and Applications

馒头and花卷 2020-05-04 19:29 阅读:329 评论:0 推荐:0 编辑

Orthogonal Convolutional Neural Networks

馒头and花卷 2020-04-23 22:56 阅读:710 评论:0 推荐:0 编辑

[Box] Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint

馒头and花卷 2020-04-23 14:53 阅读:249 评论:0 推荐:0 编辑

[Kaiming]Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

馒头and花卷 2020-04-23 13:19 阅读:407 评论:0 推荐:0 编辑

[Xavier] Understanding the difficulty of training deep feedforward neural networks

馒头and花卷 2020-04-23 10:51 阅读:420 评论:0 推荐:0 编辑

Differential Evolution: A Survey of the State-of-the-Art

馒头and花卷 2020-04-13 23:43 阅读:544 评论:0 推荐:0 编辑

Gradient-based Hyperparameter Optimization through Reversible Learning

馒头and花卷 2020-04-08 16:56 阅读:376 评论:0 推荐:0 编辑

Auto-Encoding Variational Bayes

馒头and花卷 2020-04-02 19:04 阅读:956 评论:0 推荐:0 编辑

Theoretically Principled Trade-off between Robustness and Accuracy

馒头and花卷 2020-03-12 14:24 阅读:1454 评论:0 推荐:0 编辑

A Deep Neural Network’s Loss Surface Contains Every Low-dimensional Pattern

馒头and花卷 2020-02-25 22:14 阅读:248 评论:0 推荐:0 编辑

The Expressive Power of Neural Networks: A View from the Width

馒头and花卷 2020-02-24 13:51 阅读:392 评论:0 推荐:0 编辑

Optimization Landscape and Expressivity of DeepCNNs

馒头and花卷 2019-11-22 12:50 阅读:500 评论:0 推荐:0 编辑

On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization

馒头and花卷 2019-10-18 22:10 阅读:588 评论:0 推荐:0 编辑

Essentially No Barriers in Neural Network Energy Landscape

馒头and花卷 2019-09-14 21:24 阅读:361 评论:0 推荐:0 编辑