Name: Nils Rethmeier
Type: User
Company: German Research Center for AI (DFKI) + Copenhagen University + DB Systel
Bio: Sr LLM/LMM researcher + technical lead. Efficient LLM/LMM pretraining, multi-modal AI, NLP, XAI, energy-based models, algorithmic bias.
Twitter: nils_rethmeier
Location: Berlin
Nils Rethmeier's Projects
Repository for the paper "CLESS: Contrastive Label Embedding Self-supervised Zero to Few-shot Learning from and for Small, Long-tailed Text Data"
Convolutional Neural Network for Text Classification in Tensorflow
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
Code for the ACL paper "MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding"
Simple Extended BCubed implementation in Python for clustering evaluation
Code to do 1) random hyper parameter gridsearch with repetitions (reruns), 2) log training to visdom in a tensorboard like fashion, 3) generate an overall hyperparameter TSV file for exploration
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Tensorboard visualizations that can be fed from external data
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scripts for focussed working