Jonas Geiping (@JonasGeiping)
github

JonasGeiping

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  • Stars
    star
    2,106
  • Global Rank 14,544 (Top 0.6 %)
  • Followers 220
  • Following 39
  • Registered about 8 years ago
  • Most used languages
    Python
         81.8 %
    Jupyter Notebook
         18.2 %

Top repositories

1

cramming

Cramming the training of a (BERT-type) language model into limited compute.
Python
1,282
star
2

invertinggradients

Algorithms to recover input data from their gradient signal through a neural network
Jupyter Notebook
262
star
3

breaching

Breaching privacy in federated learning scenarios for vision and text
Python
255
star
4

poisoning-gradient-matching

Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Python
90
star
5

data-poisoning

Implementations of data poisoning attacks against neural networks and related defenses.
Python
59
star
6

carving

Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives
Python
59
star
7

linear_cross_entropy_loss

A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
Python
37
star
8

fullbatchtraining

Training vision models with full-batch gradient descent and regularization
Python
37
star
9

dataaugs

Python
17
star
10

torchlmdb

LMDB wrapper for pytorch datasets.
Python
4
star
11

ParametricMajorization

New training strategies for energy minimization methods with learnable parameters (ICCV 2019)
Jupyter Notebook
3
star