Browsing: Yannic Kilcher
#ai #research #word2vec Word vectors have been one of the most influential techniques in modern NLP to date. This paper…
#ai #deeplearning #gan GANs are of the main models in modern deep learning. This is the paper that started it…
#ai #research #machinelearning Neural Architecture Search is typically very slow and resource-intensive. A meta-controller has to train many hundreds or…
#ai #research #alexnet AlexNet was the start of the deep learning revolution. Up until 2012, the best computer vision systems…
#ai #dqn #deepmind After the initial success of deep neural networks, especially convolutional neural networks on supervised image processing tasks,…
The abundance of data on the internet is vast. Especially unlabeled images are plentiful and can be collected with ease.…
#ai #nlp #attention The quadratic resource requirements of the attention mechanism are the main roadblock in scaling up transformers to…
#ai #research #gaming Deep RL is usually used to solve games, but this paper turns the process on its head…
#ai #tech #code A whole bunch of humans are arguing whether 2+2=4 or 2+2=5. Pointless! Let the machines handle this!…
#ai #transformer #attention Hopfield Networks are one of the classic models of biological memory networks. This paper generalizes modern Hopfield…