Pushmeet Kohli

According to our database1, Pushmeet Kohli authored at least 231 papers between 2003 and 2018.

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Bibliography

2018
Machine Learning and Model Checking Join Forces (Dagstuhl Seminar 18121).
Dagstuhl Reports, 2018

On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models.
CoRR, 2018

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding.
CoRR, 2018

Learning to Follow Language Instructions with Adversarial Reward Induction.
CoRR, 2018

Relational inductive biases, deep learning, and graph networks.
CoRR, 2018

Value Propagation Networks.
CoRR, 2018

Training verified learners with learned verifiers.
CoRR, 2018

Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials.
CoRR, 2018

Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis.
CoRR, 2018

Programmatically Interpretable Reinforcement Learning.
CoRR, 2018

A Dual Approach to Scalable Verification of Deep Networks.
CoRR, 2018

Can Neural Networks Understand Logical Entailment?
CoRR, 2018

Adversarial Risk and the Dangers of Evaluating Against Weak Attacks.
CoRR, 2018

Neuro-symbolic program corrector for introductory programming assignments.
Proceedings of the 40th International Conference on Software Engineering, 2018

Programmatically Interpretable Reinforcement Learning.
Proceedings of the 35th International Conference on Machine Learning, 2018

Adversarial Risk and the Dangers of Evaluating Against Weak Attacks.
Proceedings of the 35th International Conference on Machine Learning, 2018

Batched Large-scale Bayesian Optimization in High-dimensional Spaces.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Piecewise Linear Neural Network verification: A comparative study.
CoRR, 2017

Semantic Code Repair using Neuro-Symbolic Transformation Networks.
CoRR, 2017

Neural Program Meta-Induction.
CoRR, 2017

Batched Large-scale Bayesian Optimization in High-dimensional Spaces.
CoRR, 2017

Batched High-dimensional Bayesian Optimization via Structural Kernel Learning.
CoRR, 2017

Learning Disentangled Representations with Semi-Supervised Deep Generative Models.
CoRR, 2017

Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning.
CoRR, 2017

Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning.
CoRR, 2017

RobustFill: Neural Program Learning under Noisy I/O.
CoRR, 2017

Deep API Programmer: Learning to Program with APIs.
CoRR, 2017

AP: Artificial Programming.
Proceedings of the 2nd Summit on Advances in Programming Languages, 2017

Learning Shape Analysis.
Proceedings of the Static Analysis - 24th International Symposium, 2017

Learning Disentangled Representations with Semi-Supervised Deep Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Neural Program Meta-Induction.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning to See Physics via Visual De-animation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Batched High-dimensional Bayesian Optimization via Structural Kernel Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

RobustFill: Neural Program Learning under Noisy I/O.
Proceedings of the 34th International Conference on Machine Learning, 2017

Learning Continuous Semantic Representations of Symbolic Expressions.
Proceedings of the 34th International Conference on Machine Learning, 2017

Vision-as-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene from a Single Image.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Realistic Dynamic Facial Textures from a Single Image Using GANs.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Raster-to-Vector: Revisiting Floorplan Transformation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Neural Scene De-rendering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences.
ACM Trans. Graph., 2016

Fusion4D: real-time performance capture of challenging scenes.
ACM Trans. Graph., 2016

Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems.
J. Artif. Intell. Res., 2016

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding.
CoRR, 2016

Learning to Navigate the Energy Landscape.
CoRR, 2016

Inducing Interpretable Representations with Variational Autoencoders.
CoRR, 2016

Neuro-Symbolic Program Synthesis.
CoRR, 2016

A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories.
CoRR, 2016

Multi-way Particle Swarm Fusion.
CoRR, 2016

Deep Multi-Modal Image Correspondence Learning.
CoRR, 2016

Batched Gaussian Process Bandit Optimization via Determinantal Point Processes.
CoRR, 2016

Visual Storytelling.
CoRR, 2016

Deep disentangled representations for volumetric reconstruction.
CoRR, 2016

Summary - TerpreT: A Probabilistic Programming Language for Program Induction.
CoRR, 2016

TerpreT: A Probabilistic Programming Language for Program Induction.
CoRR, 2016

Memory-augmented Attention Modelling for Videos.
CoRR, 2016

Efficient Continuous Relaxations for Dense CRF.
CoRR, 2016

Learning to superoptimize programs - Workshop Version.
CoRR, 2016

Learning to superoptimize programs.
CoRR, 2016

Adaptive Neural Compilation.
CoRR, 2016

Learning Continuous Semantic Representations of Symbolic Expressions.
CoRR, 2016


Political Dimensionality Estimation Using a Probabilistic Graphical Model.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

MSR System Description - TAC 2016 KBP Cold Start Slof Filling Track.
Proceedings of the 2016 Text Analysis Conference, 2016

Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Batched Gaussian Process Bandit Optimization via Determinantal Point Processes.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Adaptive Neural Compilation.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories.
Proceedings of the NAACL HLT 2016, 2016


Overcoming Occlusion with Inverse Graphics.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Deep Disentangled Representations for Volumetric Reconstruction.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Efficient Continuous Relaxations for Dense CRF.
Proceedings of the Computer Vision - ECCV 2016, 2016

The Global Patch Collider.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Layered Scene Decomposition via the Occlusion-CRF.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning to Navigate the Energy Landscape.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
MobileFusion: Real-Time Volumetric Surface Reconstruction and Dense Tracking on Mobile Phones.
IEEE Trans. Vis. Comput. Graph., 2015

SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips.
ACM Trans. Graph., 2015

Fast and accurate scene text understanding with image binarization and off-the-shelf OCR.
IJDAR, 2015

Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems.
CoRR, 2015

Information Gathering in Networks via Active Exploration.
CoRR, 2015

Learning to Hire Teams.
CoRR, 2015

Deep Convolutional Inverse Graphics Network.
CoRR, 2015

PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions.
CoRR, 2015

Efficient non-greedy optimization of decision trees.
CoRR, 2015

CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits.
CoRR, 2015

Dynamic SfM: Detecting Scene Changes from Image Pairs.
Comput. Graph. Forum, 2015

Language Understanding in the Wild: Combining Crowdsourcing and Machine Learning.
Proceedings of the 24th International Conference on World Wide Web, 2015

Motion Segmentation of Truncated Signed Distance Function Based Volumetric Surfaces.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Minimizing Expected Losses in Perturbation Models with Multidimensional Parametric Min-cuts.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

SemanticPaint: interactive segmentation and learning of 3D world.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2015

Efficient Non-greedy Optimization of Decision Trees.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Deep Convolutional Inverse Graphics Network.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Information Gathering in Networks via Active Exploration.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning to Hire Teams.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Faster and More Dynamic Maximum Flow by Incremental Breadth-First Search.
Proceedings of the Algorithms - ESA 2015, 2015

Sparse projections for high-dimensional binary codes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Computationally bounded retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Picture: A probabilistic programming language for scene perception.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Accurate, Robust, and Flexible Real-time Hand Tracking.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Consensus Message Passing for Layered Graphical Models.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014
Semantic Image Segmentation.
Computer Vision, A Reference Guide, 2014

Learning to be a depth camera for close-range human capture and interaction.
ACM Trans. Graph., 2014

Relating Things and Stuff via ObjectProperty Interactions.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Efficient Energy Minimization for Enforcing Label Statistics.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Associative Hierarchical Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Image Segmentation UsingHigher-Order Correlation Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Manifestations of user personality in website choice and behaviour on online social networks.
Machine Learning, 2014

Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific Loss Functions.
CoRR, 2014

Inverse Graphics with Probabilistic CAD Models.
CoRR, 2014

Consensus Message Passing for Layered Graphical Models.
CoRR, 2014

Memory Bounded Deep Convolutional Networks.
CoRR, 2014

Real-Time Symmetry-Preserving Deformation.
Comput. Graph. Forum, 2014

Symmetry-Aware Template Deformation and Fitting.
Comput. Graph. Forum, 2014

Community-based bayesian aggregation models for crowdsourcing.
Proceedings of the 23rd International World Wide Web Conference, 2014

A large-scale exploration of group viewing patterns.
Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video, 2014

Just-In-Time Learning for Fast and Flexible Inference.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

On user behaviour adaptation under interface change.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

FLARE: Fast layout for augmented reality applications.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2014

Multi-utility Learning: Structured-Output Learning with Multiple Annotation-Specific Loss Functions.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

A Contour Completion Model for Augmenting Surface Reconstructions.
Proceedings of the Computer Vision - ECCV 2014, 2014

Perceptually Inspired Layout-Aware Losses for Image Segmentation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Non-parametric Higher-Order Random Fields for Image Segmentation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Gesture Recognition Portfolios for Personalization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multi-output Learning for Camera Relocalization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Filter Forests for Learning Data-Dependent Convolutional Kernels.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

The cost of principles: analyzing power in compatibility weighted voting games.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Your digital image: factors behind demographic and psychometric predictions from social network profiles.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Efficiently Enforcing Diversity in Multi-Output Structured Prediction.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Real-Time Face Reconstruction from a Single Depth Image.
Proceedings of the 2nd International Conference on 3D Vision, 2014

Efficient Submodular Function Minimization for Computer Vision.
Proceedings of the Tractability: Practical Approaches to Hard Problems, 2014

2013
Key Developments in Human Pose Estimation for Kinect.
Proceedings of the Consumer Depth Cameras for Computer Vision, 2013

Task-Specific Image Partitioning.
IEEE Trans. Image Processing, 2013

Efficient Human Pose Estimation from Single Depth Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Inference Methods for CRFs with Co-occurrence Statistics.
International Journal of Computer Vision, 2013

Efficient Energy Minimization for Enforcing Statistics.
CoRR, 2013

Multi-dimensional Parametric Mincuts for Constrained MAP Inference.
CoRR, 2013

A two-layer Conditional Random Field for the classification of partially occluded objects.
CoRR, 2013

Partition-Merge: Distributed Inference and Modularity Optimization.
CoRR, 2013

Decision Jungles: Compact and Rich Models for Classification.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Synthetic training in object detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Image Binarization for End-to-End Text Understanding in Natural Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

3D Scene Understanding by Voxel-CRF.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Spatial Inference Machines.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Compressible Motion Fields.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

GeoF: Geodesic Forests for Learning Coupled Predictors.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

A Principled Deep Random Field Model for Image Segmentation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

A Fast Bandit Algorithm for Recommendation to Users With Heterogenous Tastes.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Optimal Coalition Structure Generation in Cooperative Graph Games.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
On Detection of Multiple Object Instances Using Hough Transforms.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning Low-order Models for Enforcing High-order Statistics.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Geometric Image Parsing in Man-Made Environments.
International Journal of Computer Vision, 2012

User-Centric Learning and Evaluation of Interactive Segmentation Systems.
International Journal of Computer Vision, 2012

Exact and Approximate Inference in Associative Hierarchical Networks using Graph Cuts
CoRR, 2012

SimpleFlow: A Non-iterative, Sublinear Optical Flow Algorithm.
Comput. Graph. Forum, 2012

Colonel Blotto on Facebook: the effect of social relations on strategic interaction.
Proceedings of the Web Science 2012, 2012

Personality and patterns of Facebook usage.
Proceedings of the Web Science 2012, 2012

Context-Sensitive Decision Forests for Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Multiple Choice Learning: Learning to Produce Multiple Structured Outputs.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Higher-order density consistency potentials for Discrete Tomography.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A Convex Discrete-Continuous Approach for Markov Random Fields.
Proceedings of the Computer Vision - ECCV 2012, 2012

Indoor Segmentation and Support Inference from RGBD Images.
Proceedings of the Computer Vision - ECCV 2012, 2012

Latent Hough Transform for Object Detection.
Proceedings of the Computer Vision - ECCV 2012, 2012

Large-Lexicon Attribute-Consistent Text Recognition in Natural Images.
Proceedings of the Computer Vision - ECCV 2012, 2012

Relating Things and Stuff by High-Order Potential Modeling.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Learning to Efficiently Detect Repeatable Interest Points in Depth Data.
Proceedings of the Computer Vision - ECCV 2012, 2012

Curvature Prior for MRF-Based Segmentation and Shape Inpainting.
Proceedings of the Pattern Recognition, 2012

Conditional regression forests for human pose estimation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Instructing people for training gestural interactive systems.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

MAP inference in Discrete Models.
Proceedings of the British Machine Vision Conference, 2012

2011
Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Curvature Prior for MRF-based Segmentation and Shape Inpainting
CoRR, 2011

Optimal Coalition Structures in Graph Games
CoRR, 2011

KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera.
Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, 2011

KinectFusion: real-time dynamic 3D surface reconstruction and interaction.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Higher-Order Correlation Clustering for Image Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

KinectFusion: Real-time dense surface mapping and tracking.
Proceedings of the 10th IEEE International Symposium on Mixed and Augmented Reality, 2011

Dynamic Tree Block Coordinate Ascent.
Proceedings of the 28th International Conference on Machine Learning, 2011

Decision tree fields.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Efficient regression of general-activity human poses from depth images.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Putting MAP Back on the Map.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Variable grouping for energy minimization.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Object stereo - Joint stereo matching and object segmentation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Making the right moves: Guiding alpha-expansion using local primal-dual gaps.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Transforming Image Completion.
Proceedings of the British Machine Vision Conference, 2011

Team coverage games.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Rip-off: playing the cooperative negotiation game.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Dynamic Graph Cuts and Their Applications in Computer Vision.
Proceedings of the Computer Vision: Detection, Recognition and Reconstruction, 2010

Dynamic Hybrid Algorithms for MAP Inference in Discrete MRFs.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Exact and Approximate Inference in Associative Hierarchical Networks using Graph Cuts.
Proceedings of the UAI 2010, 2010

Learning an interactive segmentation system.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Energy Minimization under Constraints on Label Counts.
Proceedings of the Computer Vision, 2010

Graph Cut Based Inference with Co-occurrence Statistics.
Proceedings of the Computer Vision - ECCV 2010, 2010

TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods.
Proceedings of the Computer Vision, 2010

Geometric Image Parsing in Man-Made Environments.
Proceedings of the Computer Vision, 2010

Uncertainty Driven Multi-scale Optimization.
Proceedings of the Pattern Recognition, 2010

A spatially varying PSF-based prior for alpha matting.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Energy minimization for linear envelope MRFs.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Surface stereo with soft segmentation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

On detection of multiple object instances using hough transforms.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Coalitional Structure Generation in Skill Games.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
P³ & Beyond: Move Making Algorithms for Solving Higher Order Functions.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Robust Higher Order Potentials for Enforcing Label Consistency.
International Journal of Computer Vision, 2009

Learning an Interactive Segmentation System
CoRR, 2009

Local Rules for Global MAP: When Do They Work ?
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Image segmentation with a bounding box prior.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Associative hierarchical CRFs for object class image segmentation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Minimizing sparse higher order energy functions of discrete variables.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A perceptually motivated online benchmark for image matting.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Unwrap mosaics: a new representation for video editing.
ACM Trans. Graph., 2008

Simultaneous Segmentation and Pose Estimation of Humans Using Dynamic Graph Cuts.
International Journal of Computer Vision, 2008

Measuring uncertainty in graph cut solutions.
Computer Vision and Image Understanding, 2008

On partial optimality in multi-label MRFs.
Proceedings of the Machine Learning, 2008

Learning CRFs Using Graph Cuts.
Proceedings of the Computer Vision, 2008

Exact inference in multi-label CRFs with higher order cliques.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Robust higher order potentials for enforcing label consistency.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Reduce, reuse & recycle: Efficiently solving multi-label MRFs.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Minimizing dynamic and higher order energy functions using graph cuts.
PhD thesis, 2007

Dynamic Graph Cuts for Efficient Inference in Markov Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

P3 & Beyond: Solving Energies with Higher Order Cliques.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Using Strong Shape Priors for Stereo.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

OBJCUT for Face Detection.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

Measuring Uncertainty in Graph Cut Solutions - Efficiently Computing Min-marginal Energies Using Dynamic Graph Cuts.
Proceedings of the Computer Vision, 2006

PoseCut: Simultaneous Segmentation and 3D Pose Estimation of Humans Using Dynamic Graph-Cuts.
Proceedings of the Computer Vision, 2006

2005
Effciently Solving Dynamic Markov Random Fields Using Graph Cuts.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2003
A New Genetic Algorithm Based Scheme for Inferring Finite State Machines From Accept/Reject Data Samples.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

A Classifier System Based on Evolved Finite State Machines.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003


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