2022
Scalable Bayesian Network Structure Learning with Splines.
Proceedings of the International Conference on Probabilistic Graphical Models, 2022
Efficient high-dynamic-range depth map processing with reduced precision neural net accelerator.
Proceedings of the Autonomous Vehicles and Machines 2022, online, January 15-26, 2022, 2022
An empirical study of scoring functions for learning Bayesian networks in model averaging.
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022
On identifying significant edges for structure learning in Bayesian networks.
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022
2021
Evaluation of semi-frozen semi-fixed neural network for efficient computer vision inference.
Proceedings of the Autonomous Vehicles and Machines 2021, online, January 11-28, 2021, 2021
Boosting computer vision performance by enhancing camera ISP.
Proceedings of the Autonomous Vehicles and Machines 2021, online, January 11-28, 2021, 2021
2020
Learning All Credible Bayesian Network Structures for Model Averaging.
CoRR, 2020
A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations.
Proceedings of the International Conference on Probabilistic Graphical Models, 2020
2019
Towards Standardization of AV Safety: C++ Library for Responsibility Sensitive Safety.
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Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019
Image-based compression of LiDAR sensor data.
Proceedings of the Autonomous Vehicles and Machines 2019, 2019
Improved image selection for stack-based HDR imaging.
Proceedings of the Photography, 2019
Finding All Bayesian Network Structures within a Factor of Optimal.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Illuminant Estimation using Ensembles of Multivariate Regression Trees.
Proceedings of the Computational Imaging XVI, Burlingame, 2018
2017
Improved image selection for focus stacking in digital photography.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Real-time mobile robot navigation based on stereo vision and low-cost GPS.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2017, Burlingame, CA, USA, January 29, 2017
An Experimental Analysis of Anytime Algorithms for Bayesian Network Structure Learning.
Proceedings of the 3rd Workshop on Advanced Methodologies for Bayesian Networks, 2017
Metaheuristics for Score-and-Search Bayesian Network Structure Learning.
Proceedings of the Advances in Artificial Intelligence, 2017
A Worst-Case Analysis of Constraint-Based Algorithms for Exact Multi-objective Combinatorial Optimization.
Proceedings of the Advances in Artificial Intelligence, 2017
2016
Constrained clustering for flocking-based tracking in maneuvering target environment.
Robotics Auton. Syst., 2016
Boosting performance and speed of single-image super-resolution based on partitioned linear regression.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Improving the accuracy and low-light performance of contrast-based autofocus using supervised machine learning.
Pattern Recognit. Lett., 2015
An autofocus heuristic for digital cameras based on supervised machine learning.
J. Heuristics, 2015
Facial video super resolution using semantic exemplar components.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Machine Learning of Bayesian Networks Using Constraint Programming.
Proceedings of the Principles and Practice of Constraint Programming, 2015
An Improved Machine Learning Approach for Selecting a Polyhedral Model Transformation.
Proceedings of the Advances in Artificial Intelligence, 2015
2014
High-speed object matching and localization using gradient orientation features.
Proceedings of the Intelligent Robots and Computer Vision XXXI: Algorithms and Techniques, 2014
An extensive empirical evaluation of focus measures for digital photography.
Proceedings of the Digital Photography X, 2014
Direct Matrix Factorization and Alignment Refinement: Application to Defect Detection.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014
2013
A constraint programming approach for integrated spatial and temporal scheduling for clustered architectures.
ACM Trans. Embed. Comput. Syst., 2013
Constraint Programming in Compiler Optimization: Lessons Learned.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Efficient defect detection with sign information of Walsh Hadamard transform.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013
2012
A computational study of heuristic and exact techniques for superblock instruction scheduling.
J. Sched., 2012
A hybrid constraint programming and enumeration approach for solving NHL playoff qualification and elimination problems.
Eur. J. Oper. Res., 2012
Detecting Manipulation in Cup and Round Robin Sports Competitions.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Image detail enhancement using a dictionary technique.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference.
J. Artif. Intell. Res., 2011
David L. Poole and Alan K. Mackworth, Artificial Intelligence: Foundations of Computational Agents , Cambridge University Press (2010).
Artif. Intell., 2011
An Empirical Study of Seeding Manipulations and Their Prevention.
Proceedings of the IJCAI 2011, 2011
Finding Small Backdoors in SAT Instances.
Proceedings of the Advances in Artificial Intelligence, 2011
A Constraint Programming Approach for Instruction Assignment.
Proceedings of the 15th Workshop on Interaction between Compilers and Computer Architectures, 2011
2010
Image deblurring and denoising with non-local regularization constraint.
Proceedings of the Visual Information Processing and Communication, 2010
A graph theoretic approach to cache-conscious placement of data for direct mapped caches.
Proceedings of the 9th International Symposium on Memory Management, 2010
2009
Learning Heuristics for the Superblock Instruction Scheduling Problem.
IEEE Trans. Knowl. Data Eng., 2009
Determining the Number of Games Needed to Guarantee an NHL Playoff Spot.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009
2008
Proceedings of the Handbook of Knowledge Representation, 2008
Delay-Constrained and R-D Optimized Transrating for High-Definition Video Streaming Over WLANs.
IEEE Trans. Multim., 2008
Portfolios with Deadlines for Backtracking Search.
Int. J. Artif. Intell. Tools, 2008
Optimal Basic Block Instruction Scheduling for Multiple-Issue Processors Using Constraint Programming.
Int. J. Artif. Intell. Tools, 2008
Learning heuristics for basic block instruction scheduling.
J. Heuristics, 2008
Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression.
Proceedings of the International Conference on Image Processing, 2008
An Application of Constraint Programming to Superblock Instruction Scheduling.
Proceedings of the Principles and Practice of Constraint Programming, 2008
Mathematically Clinching a Playoff Spot in the NHL and the Effect of Scoring Systems.
Proceedings of the Advances in Artificial Intelligence , 2008
Exploiting Causal Independence Using Weighted Model Counting.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
On Portfolios for Backtracking Search in the Presence of Deadlines.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Distributed Channel Time Allocation and Rate Adaptation for Multi-User Video Streaming Over Wireless Home Networks.
Proceedings of the International Conference on Image Processing, 2007
On Universal Restart Strategies for Backtracking Search.
Proceedings of the Principles and Practice of Constraint Programming, 2007
2006
Proceedings of the Handbook of Constraint Programming, 2006
Backtracking Search Algorithms.
Proceedings of the Handbook of Constraint Programming, 2006
Introduction to the Special Issue on Principles and Practice of Constraint Programming (CP 2005).
Constraints An Int. J., 2006
Optimal Basic Block Instruction Scheduling for Multiple-Issue Processors Using Constraing Programming.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
High Definition Video Transmission over Wlans with Time-Scale and R-D Optimized Rate Adaptation.
Proceedings of the International Conference on Image Processing, 2006
Server-Side Playout Delay Management for Video Streaming.
Proceedings of the International Conference on Image Processing, 2006
Performing Incremental Bayesian Inference by Dynamic Model Counting.
Proceedings of the Proceedings, 2006
2005
An Efficient Bounds Consistency Algorithm for the Global Cardinality Constraint.
Constraints An Int. J., 2005
Bandwidth Estimation and Robust Video Streaming Over 802.11E Wireless Lans.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Optimized transcoding rate selection and packet scheduling for transmitting multiple video streams over a shared channel.
Proceedings of the 2005 International Conference on Image Processing, 2005
Delay- constrained rate adaptation for robust video transmission over home networks.
Proceedings of the 2005 International Conference on Image Processing, 2005
Learning basic block scheduling heuristics from optimal data.
Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative Research, 2005
2004
Principles of Constraint Programming and Constraint Processing: A Review.
AI Mag., 2004
Adaptive streaming of high-quality video over wireless LANs.
Proceedings of the Visual Communications and Image Processing 2004, 2004
Guiding Real-World SAT Solving with Dynamic Hypergraph Separator Decomposition.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
Improved Algorithms for the Global Cardinality Constraint.
Proceedings of the Principles and Practice of Constraint Programming, 2004
A Domain Consistency Algorithm for the Stretch Constraint.
Proceedings of the Principles and Practice of Constraint Programming, 2004
2003
Metadata-driven multimedia access.
IEEE Signal Process. Mag., 2003
A Fast and Simple Algorithm for Bounds Consistency of the AllDifferent Constraint.
Proceedings of the IJCAI-03, 2003
Restart Strategies: Analysis and Simulation.
Proceedings of the Principles and Practice of Constraint Programming, 2003
An Efficient Bounds Consistency Algorithm for the Global Cardinality Constraint.
Proceedings of the Principles and Practice of Constraint Programming, 2003
2002
Binary vs. non-binary constraints.
Artif. Intell., 2002
2001
Conflict-Directed Backjumping Revisited.
J. Artif. Intell. Res., 2001
The MPEG-7 colour structure descriptor: image description using colour and local spatial information.
Proceedings of the 2001 International Conference on Image Processing, 2001
Fast Optimal Instruction Scheduling for Single-Issue Processors with Arbitrary Latencies.
Proceedings of the Principles and Practice of Constraint Programming, 2001
Constraint-Based Vehicle Assembly Line Sequencing.
Proceedings of the Advances in Artificial Intelligence, 2001
Constraint Programming Lessons Learned from Crossword Puzzles.
Proceedings of the Advances in Artificial Intelligence, 2001
1999
On the Design of Efficient Video-on-Demand Broadcast Schedules.
Proceedings of the MASCOTS 1999, 1999
CPlan: A Constraint Programming Approach to Planning.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
A Heuristic Incremental Modeling Approach to Course Timetabling.
Proceedings of the Advances in Artificial Intelligence, 1998
On the Conversion between Non-Binary and Binary Constraint Satisfaction Problems.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
Local and Global Relational Consistency.
Theor. Comput. Sci., 1997
Constraint tightness and looseness versus local and global consistency.
J. ACM, 1997
A Theoretical Evaluation of Selected Backtracking Algorithms.
Artif. Intell., 1997
1996
The Design and Experimental Analysis of Algorithms for Temporal Reasoning.
J. Artif. Intell. Res., 1996
1995
On the Minimality and Decomposability of Row-Convex Constraint Networks.
J. ACM, 1995
1994
Constraint Tightness versus Global Consistency.
Proceedings of the 4th International Conference on Principles of Knowledge Representation and Reasoning (KR'94). Bonn, 1994
On the Inherent Level of Local Consistency in Constraint Networks.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
1993
From Plan Critiquing to Clarification Dialogue for Cooperative ResponseGeneration.
Comput. Intell., 1993
1992
Reasoning About Qualitative Temporal Information.
Artif. Intell., 1992
On the Minimality and Decomposability of Constraint Networks.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
1991
Exploiting Temporal and Novel Information from the User in Plan Recognition.
User Model. User Adapt. Interact., 1991
Temporal query processing with indefinite information.
Artif. Intell. Medicine, 1991
Resolving Plan Ambiguity for Cooperative Response Generation.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991
1990
Exact and approximate reasoning about temporal relations.
Comput. Intell., 1990
1989
Approximation Algorithms for Temporal Reasoning.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989
1987
A Model For Generating Better Explanations.
Proceedings of the 25th Annual Meeting of the Association for Computational Linguistics, 1987