8 results found Sort:

lijqhs
deeplearning-notes lijqhs
117
405
mit
8
Notes for Deep Learning Specialization Courses led by Andrew Ng.
cnn notes summary coursera andrew-ng algorithms statistics tensorflow overfitting data-science deeplearning bias-variance data-analysis deep-learning neural-network backpropagation sequence-models machine-learning hyperparameter-optimization
Created 2020-12-19
13 commits to main branch, last one about a year ago
modestyachts
ImageNetV2 modestyachts
22
228
mit
9
A new test set for ImageNet
dataset imagenet robustness overfitting generalization
Created 2019-02-12
9 commits to master branch, last one about a year ago
EnnengYang
Awesome-Forgetting-in-Deep-Learning EnnengYang
7
178
unknown
6
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
forgetting overfitting deep-learning meta-learning model-attacks generative-model machine-learning coreset-selection domain-adaptation continual-learning federated-learning machine-unlearning beneficial-forgetting reinforcement-learning catastrophic-forgetting model-inversion-attacks self-supervised-learning property-inference-attacks membership-inference-attacks data-free-knolwedge-distillation
Created 2023-07-03
89 commits to main branch, last one 3 days ago
LayneH
self-adaptive-training LayneH
23
126
mit
4
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
label-noise overfitting generalization computer-vision machine-learning adversarial-robustness
Created 2020-02-22
10 commits to master branch, last one 2 years ago
HannaMeyer
CAST HannaMeyer
29
107
unknown
18
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
caret spatial overfitting autocorrelation spatio-temporal machine-learning feature-selection variable-selection predictive-modeling
Created 2017-06-26
633 commits to master branch, last one 9 days ago
evgenii-nikishin
rl_with_resets evgenii-nikishin
5
95
mit
3
JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
dmc drq gym jax sac spr flax atari atari2600 overfitting deep-learning machine-learning soft-actor-critic deepmind-control-suite reinforcement-learning deep-reinforcement-learning
Created 2022-05-17
1 commits to main branch, last one 2 years ago
VITA-Group
Alleviate-Robust-Overfitting VITA-Group
5
44
mit
9
[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang
smoothing overfitting adversarial-robustness generalization-ability
Created 2021-01-13
12 commits to main branch, last one 3 years ago
marcojira
fld marcojira
7
35
unknown
1
PyTorch code for FLD (Feature Likelihood Divergence), FID, KID, Precision, Recall, etc. using DINOv2, InceptionV3, CLIP, etc.
fid overfitting memorization diffusion-models generative-model evaluation-metric generative-adversarial-network
Created 2023-01-19
56 commits to main branch, last one 4 months ago