CVSS was held as a journal club on Thursdays at 4pm in AVW 4424.
|July 3||Jason Filippou|| Probabilistic Event Calculus based on Markov Logic Networks. Skarlatidis et al., RuleML '11 (Slides)
Event Modeling and Recognition using Markov Logic Networks. Tran and Davis, ECCV '08
|July 11||David Shaw|| Graphical Models. Jordan, StatSci '04
Nonparametric Belief Propagation. Sudderth et al., Commun. ACM '10
|July 18||Sameh Khamis|| Coupling Detection and Data Association for Multiple Object Tracking. Wu et al, CVPR '12
Discrete-Continuous Optimization for Multi-Target Tracking. Andriyenko et al, CVPR '12
|July 25||No Meeting|
|August 1||Raviteja Vemulapalli|| Structured Learning and Prediction in Computer Vision. Nowozin and Lampert, now publishers '11 (Chapter 6)
Kernelized Structural SVM Learning for Supervised Object Segmentation. Bertelli et al, CVPR '11
|August 8||Varun Nagaraja|| Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations. Globerson and Jaakkola, NIPS '07
Tightening LP Relaxations for MAP using Message Passing. Sontag et al, UAI '08
|August 15||Le Kang|| Gradient-Based Learning Applied to Document Recognition. LeCun et al, IEEE '98
Tutorial on Implementing a Convolutional Neural Network with Theano.
|August 22||Varun Manjunatha||Learning Deep Architectures for AI. Bengio, now publishers '09|