Remove 11 state-space-search-optimization-using-local-search-algorithms
article thumbnail

Semi-supervised Deep Learning for Medical Image Segmentation

Heartbeat

The past few years have witnessed exponential growth in medical image analysis using deep learning. Finally, we will look at some of the recent semi-supervised medical image segmentation algorithms. This can be done manually by expert clinicians or automatically by using computer-aided systems. Let’s dive in!

article thumbnail

ML and NLP Research Highlights of 2021

Sebastian Ruder

The model is pre-trained on diverse multilingual speech data using a self-supervised wav2vec 2.0-style In vision and language, controlled studies shed new light on important components of such multi-modal models [11] [12]. Perceiver IO [24] extended the architecture to also deal with structured output spaces. style loss.

NLP 52