DerivativeManipulation Alternatives
Similar projects and alternatives to DerivativeManipulation
-
Improving-Mean-Absolute-Error-against-CCE
Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters
-
fitting-random-labels
Example code for the paper "Understanding deep learning requires rethinking generalization"
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
ProSelfLC
Discontinued noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation. [Moved to: https://github.com/XinshaoAmosWang/ProSelfLC-AT]
-
IDN
AAAI 2021: Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
DerivativeManipulation reviews and mentions
-
[Research] Deep Critical Learning (i.e., Deep Robustness) In The Era of Big Data
Here are related papers on the fitting and generalization of deep learning: * ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State * Understanding deep learning requires rethinking generalization * A Closer Look at Memorization in Deep Networks * ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks * Blog link: https://xinshaoamoswang.github.io/blogs/2020-06-07-Progressive-self-label-correction/ * Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters * Derivative Manipulation: Example Weighting via Emphasis Density Funtion in the context of DL * Novelty: moving from loss design to derivative design
-
[Research] Not all our papers get published, therefore it is enjoyable to see our released papers become a true foundation for other works
Code for https://arxiv.org/abs/1905.11233 found: https://github.com/XinshaoAmosWang/Emphasis-Regularisation-by-Gradient-Rescaling
Stats
XinshaoAmosWang/DerivativeManipulation is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of DerivativeManipulation is Shell.
Sponsored