开课单位--微软公司

1
18. Situated Interaction[18。情境互动]
  Dan Bohus;Eric Horvitz(微软公司) This video provides an overview of the Situated Interaction project at Microsoft Research, an effort towards developing open-world interactive systems...
热度:71

2
Generative and Discriminative Image Models[生成和条件图像模型]
  John Winn(微软公司) Creating a good probabilistic model for images is a challenging task, due to the large variability in natural images. For general photographs, an idea...
热度:76

3
Image and Video Tagging in the Internet Era[图像和视频的标注在互联网时代]
  Xian-Sheng Hua(微软公司) Automatically converting visual content into textual description has long been a dream of a number of multimedia, computer vision and machine learning...
热度:74

4
Seven Rules of Thumb for Web Site Experimenters[网站实验者的七条经验法则]
  Ron Kohavi(微软公司) Web site owners, from small web sites to the largest properties that include Amazon, Facebook, Google, LinkedIn, Microsoft, and Yahoo, attempt to impr...
热度:51

5
Image and Video Tagging in the Internet Era[网络时代的图像与视频标注]
   Xian-Sheng Hua(微软公司) Automatically converting visual content into textual description has long been a dream of a number of multimedia, computer vision and machine learning...
热度:46

6
Bing Dialog Model: Intent, Knowledge and User Interaction[必应对话模式:意图、知识和用户交互]
   Harry Shum; Yu-Ting Kuo(微软公司) The decade-old Internet search outcomes, manifested in the form of “ten blue links,” are no longer sufficient for Internet users. Many stu...
热度:81

7
The Online Discovery Problem and Its Application to Lifelong Reinforcement Learning[在线发现问题及其在终身强化学习中的应用]
  Lihong Li(微软公司) We study lifelong reinforcement learning where the agent extracts knowledge from solving a sequence of tasks to speed learning in future ones. We firs...
热度:54

8
Psychological Advertising: Exploring Consumer Psychology for Click Prediction in Sponsored Search[心理广告:赞助搜索中点击预测的消费者心理探索]
  Jiang Bian(微软公司) Precise click prediction is one of the key components in the sponsored search system. Previous studies usually took advantage of two major kinds of in...
热度:75

9
Query Clustering based on Bid Landscape for Sponsored Search Auction Optimization[基于竞价景观的搜索拍卖优化查询聚类]
  Ye Chen(微软公司) In sponsored search auctions, the auctioneer operates the marketplace by setting a number of auction parameters such as reserve prices for the task of...
热度:41

10
MAP inference in Discrete Models[离散模型中的映射推理]
  Pushmeet Kohli(微软公司) Many problems in Computer Vision are formulated in form of a random filed of discrete variables. Examples range from low-level vision such as image se...
热度:71