Machine Learning


From Link
Sep 18, Group Meeting Presentation by Alexander Schwing

Computational Resources

May 4, Cookies Talk by Gregory Koch

Transfer Learning by Borrowing Examples for Multiclass Object Detection

May 1, Guest Talk by Dhruv Batra

Hedging Against Uncertainty via Multiple Diverse Predictions

Apr 30, Seminar Talk by James Martens

Optimizing Neural Networks with Kronecker-factored Approximate Curvature

Apr 27, Cookies Talk by Yuri Burda

Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Apr 24, Guest Lecture by Sungjin Ahn

Scalable MCMC in the era of Big Data

Apr 20, Cookies Talk by Yujia Li

Self-Informed Neural Network Structure Learning

Apr 13, Cookies Talk by Nitish Srivastava

A Simple Way to Initialize Recurrent Networks of Rectified Linear Units

Apr 10, Tutorial by Devon Hjelm

Medical Imaging

Mar 30, Cookies Talk by Kevin Swersky

Word Representations via Gaussian Embedding

Mar 27, Tutorial by Yuri Burda

Natural Gradient Part Two

Mar 26, Seminar Talk by Nitish Srivastava

Unsupervised Learning of Video Representations using LSTMs

Mar 23, Cookies Talk by Jimmy Ba

Learning Stochastic Recurrent Networks

Mar 20, Tutorial by Yuri Burda

Natural Gradient

Mar 19, Talk by AJ Guillon

A Tour of OpenCL and OpenCL C++

Mar 16, Cookies Talk by Jian Yao

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

Mar 12, Seminar Talk by Kevin Swersky

Scalable Bayesian Optimization Using Deep Neural Networks

Mar 5, Seminar Talk by Jian Yao

Real-Time Coarse-to-fine Topologically Preserving Segmentation

Mar 2, Cookies Talk by Charlie Tang

Deep Speech: Scaling up end-to-end speech recognition

Feb 26, Seminar Talk by Jimmy Ba

Beyond the ConvNet: Learning Visual Attention