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List of works by Alan Yuille

A Bayesian Theory of Sequential Causal Learning and Abstract Transfer.

scientific article published on 23 April 2015

A Convergence Proof for the Softassign Quadratic Assignment Algorithm ⬇️

A Hierarchical Compositional System for Rapid Object Detection ⬇️

scientific article published in January 2006

A Multiscale Deep Learning Method for Quantitative Visualization of Traumatic Hemoperitoneum at CT: Assessment of Feasibility and Comparison with Subjective Categorical Estimation

scientific article published on 11 November 2020

A Novel Linelet-based Representation for Line Segment Detection.

scientific article

A Phase Space Approach to Minimax Entropy Learning and the Minutemax Approximations ⬇️

A learning based algorithm for automatic extraction of the cortical sulci

scientific article published on 01 January 2006

A unified model of short-range and long-range motion perception ⬇️

Abdominal multi-organ segmentation with organ-attention networks and statistical fusion

scientific article published on 18 April 2019

Action as an innate bias for visual learning

scientific article

AdaBoost for Text Detection in Natural Scene

An Active Patch Model for Real World Texture and Appearance Classification

scientific article published on 01 September 2014

Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

scientific article published on 01 September 2019

Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations ⬇️

scientific article published in January 2014

Augmented Rescorla-Wagner and Maximum Likelihood Estimation ⬇️

scientific article published in January 2006

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

scientific article published in 2019

Automated extraction of the cortical sulci based on a supervised learning approach

scientific article published in April 2007

Bayesian Self-Organization ⬇️

scientific article published in January 1994

Bayesian generic priors for causal learning

scientific article published in October 2008

Bayesian models of object perception ⬇️

scientific article published on April 1, 2003

Boundary Detection Benchmarking: Beyond F-Measures

Convergence Rates of Algorithms for Visual Search: Detecting Visual Contours ⬇️

scholarly article by Alan L. Yuille & James M. Coughlan published 1999 in Advances in Neural Information Processing Systems 11

Current Status of Radiomics and Deep Learning in Liver Imaging

scientific article published on 12 May 2021

Deep Learning in Radiology: Now the Real Work Begins

scientific article published on 28 December 2017

Deep Regression Forests for Age Estimation

academic article

Deep learning-based quantitative visualization and measurement of extraperitoneal hematoma volumes in patients with pelvic fractures: Potential role in personalized forecasting and decision support

scientific article published on 01 March 2020

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

scientific article published on 27 April 2017

DeepSkeleton: Learning Multi-Task Scale-Associated Deep Side Outputs for Object Skeleton Extraction in Natural Images

scientific article published on 2 August 2017

Detection and segmentation of pathological structures by the extended graph-shifts algorithm

scientific article published on 01 January 2007

Diagnostic performance of commercially available vs. in-house radiomics software in classification of CT images from patients with pancreatic ductal adenocarcinoma vs. healthy controls

scientific article published on 05 May 2020

Empirical Minimum Bayes Risk Prediction

scientific article published on 3 March 2016

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding

scientific article published on 23 July 2019

Every View Counts: Cross-View Consistency in 3D Object Detection with Hybrid-Cylindrical-Spherical Voxelization ⬇️

Functional form of motion priors in human motion perception ⬇️

Gaussian sampling by local perturbations ⬇️

scientific article published in January 2010

Human and Ideal Observers for Detecting Image Curves ⬇️

scientific article published in January 2004

Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding

scientific article published on January 2016

Ideal Observers for Detecting Motion: Correspondence Noise ⬇️

scientific article published in January 2006

Label Distribution Learning Forests ⬇️

scientific article published in January 2017

Large sample group independent component analysis of functional magnetic resonance imaging using anatomical atlas‐based reduction and bootstrapped clustering ⬇️

scientific article published on June 1, 2011

Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm ⬇️

scientific article published in January 2014

Learning a Dictionary of Shape Epitomes with Applications to Image Labeling

scientific article published on December 2013

Learning a hierarchical deformable template for rapid deformable object parsing.

scientific article published in June 2010

MIME: Mutual Information Minimization and Entropy Maximization for Bayesian Belief Propagation ⬇️

Model selection and velocity estimation using novel priors for motion patterns ⬇️

Modeling Image Patches with a Generic Dictionary of Mini-Epitomes

scientific article published on June 2014

Modeling the spacing effect in sequential category learning ⬇️

scientific article published in January 2009

Multilevel segmentation and integrated bayesian model classification with an application to brain tumor segmentation

scientific article published on 01 January 2006

Non-Rigid Point Set Registration by Preserving Global and Local Structures.

scientific article published on 11 August 2015

Non-negative matrix factorization of multimodal MRI, fMRI and phenotypic data reveals differential changes in default mode subnetworks in ADHD

scientific article

Object perception as Bayesian inference

scientific article published on January 2004

Occluded Video Instance Segmentation: A Benchmark

scientific article published in 2022

PCL: Proposal Cluster Learning for Weakly Supervised Object Detection

scientific article published on 16 October 2018

Pancreatic Cancer Imaging: A New Look at an Old Problem

scientific article published on 26 August 2020

Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief ⬇️

scientific article published on November 10, 2010

Performance of a Deep Learning Algorithm for Automated Segmentation and Quantification of Traumatic Pelvic Hematomas on CT

scientific article published on 01 February 2020

Probabilistic models of cognition: conceptual foundations

scientific article published on 27 June 2006

Probabilistic models of cognition: where next?

scientific article published on 16 June 2006

Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing ⬇️

Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans

scientific article published on 23 July 2019

Recursive Segmentation and Recognition Templates for 2D Parsing ⬇️

Recursive segmentation and recognition templates for image parsing ⬇️

scientific article published on February 1, 2012

Robust 3D Human Pose Estimation from Single Images or Video Sequences

scientific article published on 19 April 2018

Robust point matching via vector field consensus

scientific article published in April 2014

STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels

scientific article published on 21 September 2020

SURGE: Surface Regularized Geometry Estimation from a Single Image ⬇️

scientific article published in January 2016

Segmentation of sub-cortical structures by the graph-shifts algorithm.

scientific article

Self-Organizing Rules for Robust Principal Component Analysis ⬇️

scientific article published in January 1993

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

scientific article published in 2014

Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples. ⬇️

scientific article

Shape Matching and Registration by Data-driven EM.

scientific article published in March 2008

Single Image Super-resolution using Deformable Patches

scientific article published on June 2014

Stereo integration, mean field theory and psychophysics

Stereo integration, mean field theory and psychophysics

The Concave-Convex Procedure (CCCP) ⬇️

The Convergence of Contrastive Divergences ⬇️

scientific article published 2005 from NIPS 2004 conference

The KGBR viewpoint-lighting ambiguity

scientific article published on January 2003

The Manhattan World Assumption: Regularities in Scene Statistics which Enable Bayesian Inference ⬇️

The Noisy-Logical Distribution and its Application to Causal Inference ⬇️

scientific article published in January 2008

The Rescorla-Wagner Algorithm and Maximum Likelihood Estimation of Causal Parameters ⬇️

scientific article published in January 2005

The Secrets of Salient Object Segmentation

article published in 2014

The g Factor: Relating Distributions on Features to Distributions on Images ⬇️

scientific article published in January 2002

The perceived motion of a stereokinetic stimulus

scientific article published on 15 March 2006

Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images ⬇️

scientific article published in January 2016

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

scientific article published on 27 June 2020

Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing ⬇️

scientific article published in January 2007

Unsupervised learning of Probabilistic Grammar-Markov Models for object categories

scientific article published in January 2009

Unsupervised learning of probabilistic object models (POMs) for object classification, segmentation, and recognition using knowledge propagation

scientific article published in October 2009

Utility of CT Radiomics Features in Differentiation of Pancreatic Ductal Adenocarcinoma From Normal Pancreatic Tissue

scientific article published on 23 April 2019

Vision as Bayesian inference: analysis by synthesis?

scientific article published on 19 June 2006

When Radiology Report Generation Meets Knowledge Graph

scientific article published on 19 June 2020

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