25 Szummer PPTs View free & download

MarcAurelio RanzatoMartin Szummer PowerPoint PPT Presentation

MarcAurelio RanzatoMartin Szummer - train the first stage by attaching a Poisson regressor and a classifier to the encoder. ... stake, merger, takeov, acquisit. coconut. soybean, wheat, corn, grain ...

train the first stage by attaching a Poisson regressor and a classifier to the encoder. ... stake, merger, takeov, acquisit. coconut. soybean, wheat, corn, grain ...

| PowerPoint PPT presentation | free to view

Carsten Rother, Vladimir Kolmogorov, Victor Lempitsky, Martin Szummer PowerPoint PPT Presentation

Carsten Rother, Vladimir Kolmogorov, Victor Lempitsky, Martin Szummer - Carsten Rother, Vladimir Kolmogorov*, Victor Lempitsky, Martin Szummer ... [Data courtesy from Oliver Woodford] Problem: Minimize a binary 4-connected energy ...

Carsten Rother, Vladimir Kolmogorov*, Victor Lempitsky, Martin Szummer ... [Data courtesy from Oliver Woodford] Problem: Minimize a binary 4-connected energy ...

| PowerPoint PPT presentation | free to view

Bayesian Learning for Conditional Models PowerPoint PPT Presentation

Bayesian Learning for Conditional Models - Joint work with T. Minka, Z. Ghahramani, M. Szummer, and R. W. Picard. Motivation ... Approximate a probability distribution by simpler parametric terms (Minka 2001) ...

Joint work with T. Minka, Z. Ghahramani, M. Szummer, and R. W. Picard. Motivation ... Approximate a probability distribution by simpler parametric terms (Minka 2001) ...

| PowerPoint PPT presentation | free to download

Sketch Recognition for Digital Circuit Diagrams in the Classroom PowerPoint PPT Presentation

Sketch Recognition for Digital Circuit Diagrams in the Classroom - Joint work with the HMC Sketchers group: ... 'Most of the time the lab was more about battling ... Approach based on Yuan Qi, Martin Szummer, Thomas P. Minka. ...

Joint work with the HMC Sketchers group: ... 'Most of the time the lab was more about battling ... Approach based on Yuan Qi, Martin Szummer, Thomas P. Minka. ...

| PowerPoint PPT presentation | free to download

Entropybiased Models for Query Representation on the Click Graph PowerPoint PPT Presentation

Entropybiased Models for Query Representation on the Click Graph - Random walks for relevance rank in image search (Craswell and Szummer, SIGIR'05) ... The personalized PageRank. 23. Hongbo Deng, Irwin King, and Michael R. Lyu ...

Random walks for relevance rank in image search (Craswell and Szummer, SIGIR'05) ... The personalized PageRank. 23. Hongbo Deng, Irwin King, and Michael R. Lyu ...

| PowerPoint PPT presentation | free to view

Partially labeled classification with Markov random walks PowerPoint PPT Presentation

Partially labeled classification with Markov random walks - ... Estimation based on margin maximization where C denotes the number of classes and NC(k) ... PowerPoint Presentation Author: xjliao Last modified by: xjliao

... Estimation based on margin maximization where C denotes the number of classes and NC(k) ... PowerPoint Presentation Author: xjliao Last modified by: xjliao

| PowerPoint PPT presentation | free to download

Understanding Sketches and Diagrams on the Tablet PC PowerPoint PPT Presentation

Understanding Sketches and Diagrams on the Tablet PC - Some problems remain, but works reasonably for the most part ... Postulate segments. Fit/ Recognize. Score. log-likelihood. Partition. Segmentation: Divide & Conquer ...

Some problems remain, but works reasonably for the most part ... Postulate segments. Fit/ Recognize. Score. log-likelihood. Partition. Segmentation: Divide & Conquer ...

| PowerPoint PPT presentation | free to view

Handdrawn graphics recognition with Bayes Conditional Networks - Handdrawn graphics recognition with Bayes Conditional Networks

Handdrawn graphics recognition with Bayes Conditional Networks

| PowerPoint PPT presentation | free to view

A Joint Conditional Model for Grouping And Labeling Ink Fragments PowerPoint PPT Presentation

A Joint Conditional Model for Grouping And Labeling Ink Fragments - 1. A Joint Conditional Model for Grouping And Labeling Ink Fragments. MSRC ... Probit: (Gaussian CDF) Epsilon is a noise' parameter. 13. 14. Graph Construction ...

1. A Joint Conditional Model for Grouping And Labeling Ink Fragments. MSRC ... Probit: (Gaussian CDF) Epsilon is a noise' parameter. 13. 14. Graph Construction ...

| PowerPoint PPT presentation | free to view

Sketch Recognition for Digital Circuit Diagrams in the Classroom - 5757cfcc-a2c2-452d-851b-faf06ba8484f. a1e2d9b1-51df-4ee7-bde3-867733e1b1bb. 312676b1-5520-486e-857c-03b2b3c24bb4. 88dab7c2-680e-40cc-b211-5c2daf2652a5.

5757cfcc-a2c2-452d-851b-faf06ba8484f. a1e2d9b1-51df-4ee7-bde3-867733e1b1bb. 312676b1-5520-486e-857c-03b2b3c24bb4. 88dab7c2-680e-40cc-b211-5c2daf2652a5.

| PowerPoint PPT presentation | free to download

Recent Trends in Text Mining PowerPoint PPT Presentation

Recent Trends in Text Mining - 'to generate a document, a class is first selected based on its ... Filtering Junk Email. Hotmail, Yahoo. Advanced Search Engines. Applications: Search Engines ...

'to generate a document, a class is first selected based on its ... Filtering Junk Email. Hotmail, Yahoo. Advanced Search Engines. Applications: Search Engines ...

| PowerPoint PPT presentation | free to view

Bayesian Learning for Conditional Models - Risk of Overfitting by optimizing hyperparameters. Predictive ARD by expectation propagation (EP) ... of relevance or support vectors on breast cancer dataset. ...

Risk of Overfitting by optimizing hyperparameters. Predictive ARD by expectation propagation (EP) ... of relevance or support vectors on breast cancer dataset. ...

| PowerPoint PPT presentation | free to view

A Graphical Model For Simultaneous Partitioning And Labeling PowerPoint PPT Presentation

A Graphical Model For Simultaneous Partitioning And Labeling - A Graphical Model For Simultaneous Partitioning And Labeling. Philip ... Thomas Minka, Yuan Qi and Michel Gagnet for useful discussion and providing software. ...

A Graphical Model For Simultaneous Partitioning And Labeling. Philip ... Thomas Minka, Yuan Qi and Michel Gagnet for useful discussion and providing software. ...

| PowerPoint PPT presentation | free to download

SemiSupervised Training for AppearanceBased Statistical Object Detection Methods PowerPoint PPT Presentation

SemiSupervised Training for AppearanceBased Statistical Object Detection Methods - Charles Rosenberg. Thesis Oral. May 10, 2004. Thesis Committee. Martial Hebert, co-chair ... Dietterich, Lathrop, Lozano-Perez, AI 97. Maron, Lozano-Perez, NIPS 1998. ...

Charles Rosenberg. Thesis Oral. May 10, 2004. Thesis Committee. Martial Hebert, co-chair ... Dietterich, Lathrop, Lozano-Perez, AI 97. Maron, Lozano-Perez, NIPS 1998. ...

| PowerPoint PPT presentation | free to view

Inductive Semisupervised Learning PowerPoint PPT Presentation

Inductive Semisupervised Learning - Information Regularization. SSL for Structured Prediction. Conclusion. 3. Outline of the talk ... regularization. Where: H is the RKHS associated with kernel k ...

Information Regularization. SSL for Structured Prediction. Conclusion. 3. Outline of the talk ... regularization. Where: H is the RKHS associated with kernel k ...

| PowerPoint PPT presentation | free to view

Integration and Graphical Models PowerPoint PPT Presentation

Integration and Graphical Models - P(place, car, person, toaster, micro, hydrant) ... Graphical Models. Pros and cons. Very powerful if dependency structure is sparse and known ...

P(place, car, person, toaster, micro, hydrant) ... Graphical Models. Pros and cons. Very powerful if dependency structure is sparse and known ...

| PowerPoint PPT presentation | free to view

Multiscale Analysis of Digital Data Bases Matrices PowerPoint PPT Presentation

Multiscale Analysis of Digital Data Bases Matrices - ... from any set of digital documents, from text to music to questionnaires. ... ( digital documents), where the dimension d could be very large, in the millions. ...

... from any set of digital documents, from text to music to questionnaires. ... ( digital documents), where the dimension d could be very large, in the millions. ...

| PowerPoint PPT presentation | free to view

Incorporating Context and User Feedback in PenBased Interfaces PowerPoint PPT Presentation

Incorporating Context and User Feedback in PenBased Interfaces - Probit: (Gaussian CDF) Epsilon is a noise' parameter. Graph Construction ... Probit. Labeling Error. Grouping Error. f. Results: Speed. Median evaluation time ...

Probit: (Gaussian CDF) Epsilon is a noise' parameter. Graph Construction ... Probit. Labeling Error. Grouping Error. f. Results: Speed. Median evaluation time ...

| PowerPoint PPT presentation | free to view

Graph-based Methods for Natural Language Processing and Information Retrieval PowerPoint PPT Presentation

Graph-based Methods for Natural Language Processing and Information Retrieval - algorithms: centrality, learning on graphs, spectral partitioning, min-cuts ... Cut-based classification takes into account both individual and contextual ...

algorithms: centrality, learning on graphs, spectral partitioning, min-cuts ... Cut-based classification takes into account both individual and contextual ...

| PowerPoint PPT presentation | free to download

VALIANT - VALsartan In Acute myocardial iNfarcTion Marc A. Pfeffer, M.D., Ph.D. (Chair), John J.V. McMurray, M.D. (Co-Chair), Eric J. Velazquez, M.D., Jean-Lucien Rouleau, M.D ...

VALsartan In Acute myocardial iNfarcTion Marc A. Pfeffer, M.D., Ph.D. (Chair), John J.V. McMurray, M.D. (Co-Chair), Eric J. Velazquez, M.D., Jean-Lucien Rouleau, M.D ...

| PowerPoint PPT presentation | free to download

Inferring Data InterRelationships PowerPoint PPT Presentation

Inferring Data InterRelationships - ... reflects a balance between the DP-based desire for sharing, constituted ... A DP prior on the parameters of a Gaussian model yields a GMM in which the number ...

... reflects a balance between the DP-based desire for sharing, constituted ... A DP prior on the parameters of a Gaussian model yields a GMM in which the number ...

| PowerPoint PPT presentation | free to download

The Layout Consistent Random Field for Recognizing and Segmenting Partially Occluded Objects PowerPoint PPT Presentation

The Layout Consistent Random Field for Recognizing and Segmenting Partially Occluded Objects - An HRF with asymmetric pair-wise potentials, extended with a set of discrete ... Asymmetric Pair-wise Potentials: Measure local part compatibilities ...

An HRF with asymmetric pair-wise potentials, extended with a set of discrete ... Asymmetric Pair-wise Potentials: Measure local part compatibilities ...

| PowerPoint PPT presentation | free to download

Extending Expectation Propagation on Graphical Models PowerPoint PPT Presentation

Extending Expectation Propagation on Graphical Models - Deletion Step: approximate the 'leave-one-out' predictive posterior for the ith point: ... Two step backward; one step forward. Approximating the partition ...

Deletion Step: approximate the 'leave-one-out' predictive posterior for the ith point: ... Two step backward; one step forward. Approximating the partition ...

| PowerPoint PPT presentation | free to download

Diffusion Geometries in Document Spaces' Multiscale Harmonic Analysis' PowerPoint PPT Presentation

Diffusion Geometries in Document Spaces' Multiscale Harmonic Analysis' - ... characteristic functions of the folders can be used to define ... at different diffusion scales are the geometric features derived from this data set. ...

... characteristic functions of the folders can be used to define ... at different diffusion scales are the geometric features derived from this data set. ...

| PowerPoint PPT presentation | free to view

Optimized Graph Search Using Multi-Level Graph Clustering - Optimized Graph Search Using Multi-Level Graph Clustering Rahul Kala, Department of Information Technology Indian Institute of Information Technology and Management ...

Optimized Graph Search Using Multi-Level Graph Clustering Rahul Kala, Department of Information Technology Indian Institute of Information Technology and Management ...

Szummer PowerPoint PPT Presentations