History of Best Paper Awards in AI, NLP, CV, PR, and ML

原文链接:http://www.cnblogs.com/youth0826/archive/2012/09/08/2677130.html History of Best Paper Awards in AI, NLP, CV, PR, and ML

Conference List: AAAI, IJCAI, ACL, CVPR, ICCV, and ICML

 

AAAI (Artificial Intelligence)
2012 Document Summarization Based on Data Reconstruction Zhanying He, Zhejiang University; et al.
Learning SVM Classiiers with Indeinite Kernels Suicheng Gu & Yuhong Guo, Temple University
2011 Dynamic Resource Allocation in Conservation Planning Daniel Golovin, California Institute of Technology; et al.
Complexity of and Algorithms for Borda Manipulation Jessica Davies, University of Toronto; et al.
2010 How Incomplete Is Your Semantic Web Reasoner? Systematic Analysis of the Completeness of Query Ans... Giorgos Stoilos, Oxford University; et al.
A Novel Transition Based Encoding Scheme for Planning as Satisfiability Ruoyun Huang, Washington University in St. Louis; et al.
2008 How Good is Almost Perfect? Malte Helmert & Gabriele Röger, Albert-Ludwigs-Universität Freiburg
Optimal False-Name-Proof Voting Rules with Costly Voting Liad Wagman & Vincent Conitzer, Duke University
2007 PLOW: A Collaborative Task Learning Agent James Allen, Institute for Human and Machine Cognition; et al.
Thresholded Rewards: Acting Optimally in Timed, Zero-Sum Games Colin McMillen & Manuela Veloso, Carnegie Mellon University
2006 Model Counting: A New Strategy for Obtaining Good Bounds Carla P. Gomes, Cornell University; et al.
Towards an Axiom System for Default Logic Gerhard Lakemeyer, RWTH Aachen University
2005 The Max K- Armed Bandit: A New Model of Exploration Applied to Search Heuristic Selection Vincent A. Cicirello, Drexel University
2004 Learning and Inferring Transportation Routines Lin Liao, University of Washington; et al.  
2002 On Computing All Abductive Explanations Thomas Eiter, Technische Universität Wien
2000 The Game of Hex: An Automatic Theorem-Proving Approach to Game Programming Vadim V. Anshelevich, Vanshel Consulting
1999 PROVERB: The Probabilistic Cruciverbalist Greg A. Keim, Duke University; et al.
1998 Learning Evaluation Functions for Global Optimization and Boolean Satisfiability Justin A. Boyan & Andrew W. Moore, Carnegie Mellon University
Acceleration Methods for Numeric CSPs Yahia Lebbah & Olivier Lhomme, Ecole des Mines de Nantes
The Interactive Museum Tour-Guide Robot Wolfram Burgard, University of Bonn; et al.
1997 Statistical Parsing with a Context-Free Grammar and Word Statistics Eugene Charniak, Brown University
A Practical Algorithm for Finding Optimal Triangulations Krill Shoikhet & Dan Geiger, Technion
Fast Context Switching in Real-Time Propositional Reasoning P. Pandurang Nayak & Brian C. Williams, NASA Ames Research Center
Building Concept Representations from Reusable Components Peter Clark, Boeing
1996 Verification of Knowledge Bases Based on Containment Checking Alon Y. Levy, AT&T Laboratories
A Novel Application of Theory Refinement to Student Modeling Paul T. Baffes, SciComp
Pushing the Envelope: Planning, Propositional Logic, and Stochastic Search Henry Kautz & Bart Selman, AT&T Laboratories

 

 

IJCAI (Artificial Intelligence)
2011 Unweighted Coalitional Manipulation Under the Borda Rule is NP-Hard Nadja Betzler, Technische Universität Berlin; et al.
Nested Rollout Policy Adaptation for Monte Carlo Tree Search Christopher D. Rosin, Parity Computing
On the Decidability of Connectedness Constraints in 2D and 3D Euclidean Spaces Roman Kontchakov, Birkbeck College London; et al.
2009 Consequence-Driven Reasoning for Horn SHIQ Ontologies Yevgeny Kazakov, University of Oxford
Learning Conditional Preference Networks with Queries Frederic Koriche, Université Montpellier II
2007 Automated Heart Wall Motion Abnormality Detection From Ultrasound Images using Bayesian Networks Maleeha Qazi, Siemens Medical Solutions; et al.
Building Structure into Local Search for SAT Duc Nghia Pham, Griffith University; et al.
Performance Analysis of Online Anticipatory Algorithms for Large Multistage Stochastic Integer Pro... Luc Mercier & Pascal Van Hentenryck, Brown University
2005 Learning Coordination Classifiers Yuhong Guo, University of Alberta; et al.
Solving Checkers Jonathan Schaeffer, University of Alberta; et al.
A Probabilistic Model of Redundancy in Information Extraction Doug Downey, University of Washington; et al.
2003 Approximating Game-Theoretic Optimal Strategies for Full-scale Poker Darse Billings, University of Alberta; et al.
Thin Junction Tree Filters for Simultaneous Localization and Mapping Mark A. Paskin, University of California Berkeley
2001 Complexity Results for Structure-Based Causality Thomas Eiter & Thomas Lukasiewicz, Vienna University of Technology
1999 Learning in Natural Language Dan Roth, University of Illinois at Urbana-Champaign
A Distributed Case-Based Reasoning Application for Engineering Sales Support Ian Watson, University of Salford
1997 Object Identification in a Bayesian Context Timothy Huang & Stuart Russell, University of California Berkeley
Translingual Information Retrieval: A Comparative Evaluation Jaime G. Carbonell, Carnegie Mellon University; et al.
Applications of the Situation Calculus to Formalizing Control and Strategic Information: The Prolo... Fangzhen Lin, The Hongkong University of Science and Technology

 

 

ACL (Natural Language Processing)
2012 String Re-writing Kernel Fan Bu, Tsinghua University; et al.
Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing Hiroyuki Shindo, NTT Communication Science Laboratories; et al.
2011 Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections Dipanjan Das, Carnegie Mellon University
2010 Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates Matthew Gerber & Joyce Y. Chai, Michigan State University
2009 Reinforcement Learning for Mapping Instructions to Actions S.R.K. Branavan, Massachusetts Institute of Technology; et al.
K-Best A* Parsing Adam Pauls & Dan Klein, University of California Berkeley
Concise Integer Linear Programming Formulations for Dependency Parsing André F.T. Martins, Instituto de Telecomunicações; et al.
2008 Forest Reranking: Discriminative Parsing with Non-Local Features Liang Huang, University of Pennsylvania
A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model Libin Shen, BBN Technologies; et al.
2007 Learning synchronous grammars for semantic parsing with lambda calculus Yuk Wah Wong & Raymond J. Mooney, University of Texas at Austin
2006 Semantic taxonomy induction from heterogenous evidence Rion Snow, Stanford University; et al.
2005 A Hierarchical Phrase-Based Model for Statistical Machine Translation David Chiang, University of Maryland
2004 Finding Predominant Word Senses in Untagged Text Diana McCarthy, University of Sussex; et al.
2003 Accurate Unlexicalized Parsing Dan Klein & Christopher D. Manning, Stanford University
Towards a Model of Face-to-Face Grounding Yukiko I. Nakano, RISTEX; et al.
2002 Discriminative Training and Maximum Entropy Models for Statistical Machine Translation Franz Josef Och & Hermann Ney, RWTH Aachen University
2001 Immediate-Head Parsing for Language Models Eugene Charniak, Brown University
Fast Decoding and Optimal Decoding for Machine Translation Ulrich Germann, University of Southern California; et al.

 

 

CVPR (Computer Vision)
2012 A Simple Prior-free Method for Non-Rigid Structure-from-Motion Factorization Yuchao Dai, Northwestern Polytechnical University; et al.
2011 Real-time Human Pose Recognition in Parts from Single Depth Images Jamie Shotton, Microsoft Research; et al.
2010 Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data usi... Anders Eriksson & Anton va den Hendel, University of Adelaide
2009 Single Image Haze Removal Using Dark Channel Prior Kaiming He, The Chinese University of *; et al.
2008 Global Stereo Reconstruction under Second Order Smoothness Priors Oliver Woodford, University of Oxford; et al.
Beyond Sliding Windows: Object Localization by Efficient Subwindow Search Chistoph H. Lampert, Max Planck Institut; et al.
2007 Dynamic 3D Scene Analysis from a Moving Vehicle Bastian Leibe, ETH Zurich; et al.
2006 Putting Objects in Perspective Derek Hoiem, Carnegie Mellon University; et al.
2005 Real-Time Non-Rigid Surface Detection Julien Pilet, École Polytechnique Fédérale de Lausanne; et al.
2004 Programmable Imaging using a Digital Micromirror Array Shree K. Nayar, Columbia University; et al.
2003 Object Class Recognition by Unsupervised Scale-Invariant Learning Rob Fergus, University of Oxford; et al.
2001 Morphable 3D models from video Matthew Brand, Mitsubishi Electric Research Laboratories
2000 Real-Time Tracking of Non-Rigid Objects using Mean Shift Dorin Comaniciu, Siemens Corporate Research; et al.

 

 

ICCV (Computer Vision)
2011 Relative Attributes Devi Parikh, Toyota Technological Institute at Chicago
2009 Discriminative models for multi-class object layout Chaitanya Desai, University of California Irvine; et al.
2007 Population Shape Regression From Random Design Data Bradley Davis, University of North Carolina at Chapel Hill; et al.
2005 Globally Optimal Estimates for Geometric Reconstruction Problems Fredrik Kahl, Lund University
2003 Detecting Pedestrians using Patterns of Motion and Appearance Paul Viola, Microsoft Research; et al.
Image Parsing: Unifying Segmentation, Detection and Recognition Zhuowen Tu, University of California Los Angeles; et al.
Image-based Rendering using Image-based Priors Andrew Fitzgibbon, University of Oxford; et al.
2001 Probabilistic Tracking with Exemplars in a Metric Space Kentaro Toyama & Andrew Blake, Microsoft Research
The Space of All Stereo Images Steven Seitz, University of Washington
1999 Euclidean Reconstruction and Reprojection up to Subgroups Yi Ma, University of California Berkeley; et al.
A Theory of Shape by Space Carving Kiriakos Kutulakos, University of Rochester
1998 Self-Calibration and Metric Reconstruction in spite of Varying and Unknown Internal Camera Paramet... Marc Pollefeys, Katholieke Universiteit Leuven; et al.
The Problem of Degeneracy in Structure and Motion Recovery from Uncalibrated Image Sequences Phil Torr, Microsoft Research; et al.

 

 

ICML (Machine Learning)
2012 Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring Sungjin Ahn, University of California Irvine; et al.
2011 Computational Rationalization: The Inverse Equilibrium Problem Kevin Waugh, Carnegie Mellon University; et al.
2010 Hilbert Space Embeddings of Hidden Markov Models Le Song, Carnegie Mellon University; et al.
2009 Structure preserving embedding Blake Shaw & Tony Jebara, Columbia University
2008 SVM Optimization: Inverse Dependence on Training Set Size Shai Shalev-Shwartz & Nathan Srebro, Toyota Technological Institute at Chicago
2007 Information-theoretic metric learning Jason V. Davis, University of Texas at Austin; et al.
2006 Trading convexity for scalability Ronan Collobert, NEC Labs America; et al.
2005 A support vector method for multivariate performance measures Thorsten Joachims, Cornell University
1999 Least-Squares Temporal Difference Learning Justin A. Boyan, NASA Ames Research Center
posted on 2012-09-08 23:46 Shicai Yang 阅读(...) 评论(...) 编辑 收藏

转载于:https://www.cnblogs.com/youth0826/archive/2012/09/08/2677130.html

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