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University Calendar
Events for July
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Mon, Jul 16, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Prospective Freshmen (HS Juniors and Younger) & Family Members
Contact: Viterbi Admission
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PhD Defense Dong Guo
Tue, Jul 17, 2018 @ 11:00 AM - 01:00 PM
Thomas Lord Department of Computer Science
University Calendar
PhD Candidate: Dong Guo
Title: Learning useful and interpretable representations via information regularizations
Raghu Raghavendra (chair), Aiichiro Nakano, Viktor K Prasanna (outside member)
EEB 248
July 17th
11am~1pm
Abstract:
We studied the application of the Information Bottleneck (IB) principle in two machine learning problems. The IB principle suggests learning representations that is maximally relevant to predictions while being maximally compressive about input data, and it is considered as one possible way of explaining the black box in successful deep learning algorithm.
The first application is analyzing and designing supervised classifier, focusing on the relevance between representation and predictions. We used to observe that entropy regularized log-likelihood (ERLL) was a good model selection criterion when we trained acoustic state classifier for acoustic speech recognition. Starting from IB principle, we derived an approximate lower bound of IB objective that can explain the strength of ERLL in model selection, and accordingly proposed heuristic algorithm that uses entropy to learn classifiers that are both accurate and confident. We demonstrate it on multiple benchmark datasets.
The second application is unsupervised learning of interpretable representation, focusing on the compression of input data. We proposed a variant of variational autoencoder (VAE) model that jointly learn one representation that encodes absract concepts and one representation that encodes details of input data. This model architecture provides a flexible way of balancing the task of informative features extraction by encoders and samples generation by decoders. We demonstrate it on application of clustering analysis and concept discovery in representation space.
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Wed, Jul 18, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Prospective Freshmen (HS Juniors and Younger) & Family Members
Contact: Viterbi Admission
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Fri, Jul 20, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Everyone Is Invited
Contact: Viterbi Admission
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Mon, Jul 23, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Everyone Is Invited
Contact: Viterbi Admission
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Wed, Jul 25, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Everyone Is Invited
Contact: Viterbi Admission
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PhD Defense - Bharath Sankaran
Wed, Jul 25, 2018 @ 02:00 PM - 04:00 PM
Thomas Lord Department of Computer Science
University Calendar
Title: From Active to Interactive 3D Object Recognition
Ph.D. Candidate: Bharath Sankaran
Date and Time: Wednesday, July 25th, 2Pm
Committee: Nora Ayanian (Chair), Gaurav Sukhatme, Geoffrey Spedding
Abstract:
If robots are to successfully migrate from controlled industrial settings to unstructured human environments, they should be capable of robust perception in densely cluttered, noisy environments, plagued with poor lighting. This will require robots to move towards building semantic representations of the environment by detecting objects of interest and accurately estimating their pose. In this thesis, I explore the use of movement and interaction to solve one of the fundamental problems of computer vision, object detection and pose estimation. I exploit the notion that perception is a process that is both active and exploratory and reformulate the problem of 3D object recognition as one of movement and interaction. I formalize these problems as information acquisition optimal control problems. I will present both myopic and non-myopic solutions to the information acquisition problem for 3D object recognition using tools from optimal control and inverse optimal control. I will also introduce efficient approximations to these optimal control problems by exploiting the nature of the information measure or exploiting the behavior of the static recognition system.
Location: Ronald Tutor Hall of Engineering (RTH) - 406
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Fri, Jul 27, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Everyone Is Invited
Contact: Viterbi Admission
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Meet USC: Admission Presentation, Campus Tour, and Engineering Talk
Mon, Jul 30, 2018
Viterbi School of Engineering Undergraduate Admission
University Calendar
This half day program is designed for prospective freshmen (HS juniors and younger) and family members. Meet USC includes an information session on the University and the Admission process, a student led walking tour of campus, and a meeting with us in the Viterbi School. During the engineering session we will discuss the curriculum, research opportunities, hands-on projects, entrepreneurial support programs, and other aspects of the engineering school. Meet USC is designed to answer all of your questions about USC, the application process, and financial aid.
Reservations are required for Meet USC. This program occurs twice, once at 8:30 a.m. and again at 12:30 p.m.
Please make sure to check availability and register online for the session you wish to attend. Also, remember to list an Engineering major as your "intended major" on the webform!
RSVPLocation: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Everyone Is Invited
Contact: Viterbi Admission
