[The Task] Given a sequence of click events performed by some user during a typical session in an e-commerce website, the goal is to predict whether the user is going to buy something or not, and if he is buying, what would be the items he is going t…
Large Scale Visual Recognition Challenge 2015 (ILSVRC2015) Legend: Yellow background = winner in this task according to this metric; authors are willing to reveal the method White background = authors are willing to reveal the method Grey background…
转自:https://github.com/terryum/awesome-deep-learning-papers Awesome - Most Cited Deep Learning Papers A curated list of the most cited deep learning papers (since 2010) I believe that there exist classic deep learning papers which are worth reading re…
Natural Language Processing Tasks and Selected References I've been working on several natural language processing tasks for a long time. One day, I felt like drawing a map of the NLP field where I earn a living. I'm sure I'm not the only person who…
http://www.recsyschallenge.com/2018/ January 2018 Release of the "One Million Playlists" dataset The data can be downloaded from http://recsys-challenge.spotify.com. Early March 2018 RecSys Challenge starts. Submission system will be available f…
目录 故事背景 U-Net 具体结构 损失 数据扩充 发表在2015 MICCAI.原本是一篇医学图像分割的论文,但由于U-Net杰出的网络设计,得到了8k+的引用. 摘要 There is large consent that successful training of deep networks requires many thousand annotated training samples. In this paper, we present a network and trainin…