Szummer, Martin

14 publications

ICLRW 2025 A Self-Improving Coding Agent Maxime Robeyns, Martin Szummer, Laurence Aitchison

ICLR 2020 Towards Verified Robustness Under Text Deletion Interventions Johannes Welbl, Po-Sen Huang, Robert Stanforth, Sven Gowal, Krishnamurthy Dvijotham, Martin Szummer, Pushmeet Kohli

ECCV 2010 Efficient Object Category Recognition Using Classemes Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon

CVPR 2009 Learning Query-Dependent Prefilters for Scalable Image Retrieval Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon

ECCV 2008 Learning CRFs Using Graph Cuts Martin Szummer, Pushmeet Kohli, Derek Hoiem

ICML 2008 Semi-Supervised Learning of Compact Document Representations with Deep Networks Marc'Aurelio Ranzato, Martin Szummer

CVPR 2007 Optimizing Binary MRFs via Extended Roof Duality Carsten Rother, Vladimir Kolmogorov, Victor S. Lempitsky, Martin Szummer

AISTATS 2005 A Graphical Model for Simultaneous Partitioning and Labeling Philip J. Cowans, Martin Szummer

AISTATS 2005 Bayesian Conditional Random Fields Yuan Qi, Martin Szummer, Tom Minka

CVPR 2005 Diagram Structure Recognition by Bayesian Conditional Random Fields Yuan (Alan) Qi, Martin Szummer, Thomas P. Minka

UAI 2003 Markov Random Walk Representations with Continuous Distributions Chen-Hsiang Yeang, Martin Szummer

NeurIPS 2002 Information Regularization with Partially Labeled Data Martin Szummer, Tommi S. Jaakkola

NeurIPS 2001 Partially Labeled Classification with Markov Random Walks Martin Szummer, Tommi Jaakkola

NeurIPS 2000 Kernel Expansions with Unlabeled Examples Martin Szummer, Tommi Jaakkola