Workshop on Deep Learning

May 24, 2017 @ University of Maryland - College Park

Welcome to the website of the University of Maryland Deep Learning Workshop. This workshop is sponsored by UMIACS, the College of Computer Mathematics and Natural Sciences, and the Office of the Vice President for Research.

Location


The workshop will be held in the Edward St. John Learning and Teaching Center of the University of Maryland. Check the following map for the location:

Agenda


Time Title Speaker
8:50 Welcome(s)
9:00 Network dissection: quantifying interpretability of deep networks Prof. Antonio Torralba (Massachusetts Institute of Technology)
9:30 Learning Deep Structured Models Prof. Raquel Urtasun (University of Toronto)
10:00 Break
10:30 Deep Understanding of Faces Prof. Rama Chellappa (University of Maryland)
11:00 Acoustic Word Embeddings Prof. Karen Livescu (Toyota Technological Institute at Chicago)
11:30 Learning Deep Models of Language from Interaction Prof. Hal Daume (University of Maryland)
12:00 Lunch
1:30 Efficient Representation of Low-dimensional Manifolds using Deep Networks Prof. David Jacobs (University of Maryland)
2:00 Deep Projection Models for Solving Linear Inverse Problems Prof. Aswin C Sankaranarayanan (Carnegie Mellon University)
2:30 Deep Networks and Beyond Prof. Alan Yuille (Johns Hopkins University)
3:00 Break
3:30 Speech Recognition Breakthroughs with CNTK Dr. Xuedong Huang (Microsoft)
4:00 Addressing Computational and Statistical Gaps with Deep Neural Networks Prof. Joan Bruna Estrach (New York University)
4:30 Top-down Mechanisms in Bottom-up Deep Networks Prof. Abhinav Shrivastava (University of Maryland)

Parking Information


Visitors can park their cars in parking garages located at 8056 Regents Dr, College Park, MD 20742 or 4170 Union Ln., College Park, MD 20742. The parking rate is $3/hr with daily maximum of $15.
More parking information can be found [here]