forgetting

There are 0 repository under forgetting topic.

tamlhp / awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
continual-learning data-deletion data-privacy data-removal forgetting machine-unlearning unlearning federated-unlearning few-shot-unlearning model-certification recommendation-unlearning unlearning-verification membership-inference deep-unlearning feature-injection right-to-be-forgotten gdpr llm-unlearning
Language:Jupyter Notebook 667
EnnengYang / Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
catastrophic-forgetting continual-learning domain-adaptation federated-learning forgetting generative-model machine-learning machine-unlearning meta-learning model-inversion-attacks reinforcement-learning self-supervised-learning data-free-knolwedge-distillation membership-inference-attacks overfitting model-attacks property-inference-attacks beneficial-forgetting coreset-selection deep-learning
182
OPTML-Group / Unlearn-Saliency
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu
unlearning machine-unlearning data-removal diffusion diffusion-models forgetting generative-model data-deletion data-privacy membership-inference membership-inference-attack
Language:Python 80
OPTML-Group / Unlearn-Sparse
[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
data-privacy machine-unlearning data-deletion data-removal forgetting membership-inference membership-inference-attack unlearning
Language:Python 61
jinzhuoran / RWKU
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
adversarial-attacks large-language-models natural-language-processing unlearning benchmark evaluation-framework forgetting membership-inference-attack privacy-protection right-to-be-forgotten
Language:Python 42
lucidrains / learning-to-expire-pytorch
An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain
artificial-intelligence deep-learning transformers attention-mechanism memory forgetting
Language:Python 34
bjzhb666 / GS-LoRA
Continual Forgetting for Pre-trained Vision Models (CVPR 2024)
casia-webface continual-learning face-transformer machine-unlearning continual-forgetting forgetting unlearning editing model-editing
Language:Python 27
ZFancy / Unleashing-Mask
[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"
generalization mask ood-detection atypical-samples forgetting out-of-distribution
Language:Python 18
AndreaCossu / continual-pretraining-nlp-vision
Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357
continual-learning forgetting image-classification lifelong-learning masked-image-modeling masked-language-models pretrained-models qnli self-supervised senteval sentiment-analysis transformers
Language:Jupyter Notebook 14
nesimtunc / iForget
An application helps you remember things before you leave your room by using iBeacons.
swift swiftui ibeacon push-notifications learning education forgetting reminder location location-based-reminder
Language:Swift 12
OPTML-Group / Unlearn-WorstCase
"Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu
data-deletion data-privacy data-removal evaluation forgetting machine-unlearning unlearning evaluation-framework
Language:Python 10
tmlr-group / Unleashing-Mask
[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"
forgetting ood-detection ood
Language:Python 7
gauravaror / catastrophic_forgetting
This is repository contains code for experiment to evaluate catastrophic forgetting in neural networks.
catastrophic-forgetting forgetting neural-networks allennlp nlp nlp-machine-learning transfer-learning empirical-research
Language:Python 5
kevboh / expiring-tweets
Deletes old tweets, archiving them as json to Dropbox.
twitter dropbox forgetting the-fallibility-of-memory
Language:JavaScript 3
terru3 / unlearning
data-privacy forgetting machine-unlearning
Language:Jupyter Notebook 2
chungimungi / Learning-to-Forget
An attempt to make a model forget what it has learnt
machine-learning nlp text-classification forgetting
Language:Python 0
Praman1997 / Reminder
Python3 based script that reminds you of a particular time on a particular day.
python3 alarm-system reminder forgetting timer datetime programming
Language:Python 0
Shrutijindal674 / shrutijindal674.github.io
Personal portfolio- https://shrutijindal674.github.io/
academia bjork cognitive forgetting memory psychology research robert ucla
Language:SCSS 0
imran3180 / example_forgetting_nli
This repository is an implementation of Paper "Robust Natural Language Inference Models with Example Forgetting", which studies importance of forgettable example in making robust NLI Models
pytorch-implementation pytorch torchtext nli forgetting robustness paper-implementations