Topic: "forgetting"
tamlhp/awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Language: Jupyter Notebook - Size: 6.01 MB - Last synced at: 7 days ago - Pushed at: 15 days ago - Stars: 819 - Forks: 62
EnnengYang/Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
Size: 324 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 297 - Forks: 13
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
Language: Python - Size: 7.89 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 97 - Forks: 13
jinzhuoran/RWKU
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
Language: Python - Size: 3.82 MB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 72 - Forks: 7
bjzhb666/GS-LoRA
Continual Forgetting for Pre-trained Vision Models (CVPR 2024)
Language: Python - Size: 1.75 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 62 - Forks: 4
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
Language: Python - Size: 359 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 2
lucidrains/learning-to-expire-pytorch
An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain
Language: Python - Size: 65.4 KB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 5
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
Language: Jupyter Notebook - Size: 872 KB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 1
zzz47zzz/spurious-forgetting
[ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"
Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 16 - Forks: 3
ZFancy/Unleashing-Mask
[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"
Language: Python - Size: 33.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1
nesimtunc/iForget
An application helps you remember things before you leave your room by using iBeacons.
Language: Swift - Size: 23.4 KB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 2
sun-hailong/TVC
🎉 The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.
Language: Python - Size: 9.69 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 10 - Forks: 1
OPTML-Group/Unlearn-WorstCase
"Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu
Language: Python - Size: 40.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 10 - Forks: 0
tmlr-group/Unleashing-Mask Fork of ZFancy/Unleashing-Mask
[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"
Language: Python - Size: 33.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
gauravaror/catastrophic_forgetting
This is repository contains code for experiment to evaluate catastrophic forgetting in neural networks.
Language: Python - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1
kevboh/expiring-tweets
Deletes old tweets, archiving them as json to Dropbox.
Language: JavaScript - Size: 63.5 KB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
Shrutijindal674/shrutijindal674.github.io
Personal portfolio- https://shrutijindal674.github.io/
Language: SCSS - Size: 104 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
chungimungi/Learning-to-Forget
An attempt to make a model forget what it has learnt
Language: Python - Size: 249 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
terru3/unlearning
Language: Jupyter Notebook - Size: 112 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 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
Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
Praman1997/Reminder
Python3 based script that reminds you of a particular time on a particular day.
Language: Python - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
