Continuous Control
The Atari 2600 Games task (and dataset) involves training an agent to achieve high game scores.
Brain tumor segmentation is the task of segmenting tumors from other brain artefacts in MRI image of the brain.
Lesion segmentation is the task of segmenting out lesions from other objects in medical based images.
Drug discovery is the task of applying machine learning to discover new candidate drugs.
Medical image segmentation is the task of segmenting objects of interest in a medical image - for example organs or lesions.
Sentiment analysis is the task of classifying the polarity of a given text.
Question Answering is the task of answering questions (typically reading comprehension questions), but abstaining when presented with a question that ...
Language modeling is the task of predicting the next word or character in a document.* indicates models using dynamic evaluation; where, at test time,...
Machine translation is the task of translating a sentence in a source language to a different target language
Pose Estimation is a general problem in Computer Vision where we detect the position and orientation of an object.
Image generation (synthesis) is the task of generating new images from an existing dataset.Unconditional generation refers to generating samples uncon...
Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a...
Image Classification is a fundamental task that attempts to comprehend an entire image as a whole. The goal is to classify the image by assigning it t...
The idea of semantic segmentation is to recognize and understand what is in an image at the pixel-level.
摘要一个人在一个完全封闭的理想环境中养兔子。开始时只有一对幼兔。幼兔两个月就长成了成兔，并且每个月每对成兔又能生出一对新的幼兔。所有的兔子都不会死去。一年后这个人究竟会有多少对兔子呢？作者陈道蓄，南京大学软件学院原院长，计算机系原主任。
摘要欧拉定理告诉我们，哥尼斯堡七桥问题无解，4个节点的度数都是奇数，自然也就做不到一笔画，即不能返回原地，甚至也不可能从一个节点出发经每条边恰好一次，到另一个节点结束。在其他情形下，如果按照欧拉定理判断结果为“能”，具体怎么做呢？这就是我们要讨论的算法问题了。作者李晓明，北京大学计算机系原系主任
摘要“走迷宫”要求在一个复杂“道路”系统中根据指定起点与终点寻找可行路径。迷宫的形式非常多，本文只讨论二维矩形迷宫。作者陈道蓄，南京大学软件学院原院长，计算机系原主任。
摘要如果给你一只a升、一只b升的桶，要求倒出t升的水来，是否有可能？如果可能，其实施的步骤如何？作者陈道蓄，南京大学软件学院原院长，计算机系原主任。
摘要这一期，我们从图的计算机表示出发，以判断一个图是否连通为目标展开讨论，旨在通过这样一条简单的线索，让读者从数学和计算机处理两个方面，对图的含义形成比较深入的认识，尤其是体会数学概念和计算机处理之间的互动。作者李晓明，北京大学计算机系原系主任