Jonas Geiping
JonasGeiping
Safety & Efficiency in Machine Learning
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Top Repositories
Cramming the training of a (BERT-type) language model into limited compute.
Algorithms to recover input data from their gradient signal through a neural network
Breaching privacy in federated learning scenarios for vision and text
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Implementations of data poisoning attacks against neural networks and related defenses.
A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
Repositories
23Cramming the training of a (BERT-type) language model into limited compute.
Algorithms to recover input data from their gradient signal through a neural network
New training strategies for energy minimization methods with learnable parameters (ICCV 2019)
Implementations of data poisoning attacks against neural networks and related defenses.
Breaching privacy in federated learning scenarios for vision and text
No description provided.
A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives
Training vision models with full-batch gradient descent and regularization
No description provided.
LMDB wrapper for pytorch datasets.
For optimization algorithm research and development.
Fast and memory-efficient exact attention
📝 Easily create a beautiful website using Hugo, GitHub, and Netlify
No description provided.
No description provided.
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
A unified benchmark problem for data poisoning attacks
New and fancy exercises evaluation system for the "Deep Learning" course!
No description provided.
Reference implementations of popular deep learning models.
FlexBox is a fexible MATLAB toolbox for finite dimensional convex variational problems in image processing and beyond.