Martin Szummer

39 papers A* 8A 8Misc 3Journal 4Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Self-Improving Coding Agent. CoRR Maxime Robeyns, Martin Szummer, Laurence Aitchison
2020	J	`jnl`	Amortized learning of neural causal representations. CoRR Nan Rosemary Ke, Jane X. Wang, Jovana Mitrovic, Martin Szummer, Danilo J. Rezende
2020	J	`jnl`	Balance Regularized Neural Network Models for Causal Effect Estimation. CoRR Mehrdad Farajtabar, Andrew Lee, Yuanjian Feng, Vishal Gupta, Peter Dolan, Harish Chandran, Martin Szummer
2020	A*	`conf`	Towards Verified Robustness under Text Deletion Interventions. ICLR Johannes Welbl, Po-Sen Huang, Robert Stanforth, Sven Gowal, Krishnamurthy (Dj) Dvijotham, Martin Szummer, Pushmeet Kohli
2014	—	`ch.`	Classemes: A Compact Image Descriptor for Efficient Novel-Class Recognition and Search. Registration and Recognition in Images and Videos Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
2014	Misc	`conf`	Dialogue context sensitive HMM-based speech synthesis. ICASSP Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Steve J. Young
2014	—	`conf`	Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments. IWSDS Steve J. Young, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Eli Tzirkel-Hancock
2014	A	`conf`	Incremental on-line adaptation of POMDP-based dialogue managers to extended domains. INTERSPEECH Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Catherine Breslin, Matthew Henderson, Martin Szummer, Blaise Thomson, Steve J. Young
2013	Misc	`conf`	Continuous asr for flexible incremental dialogue. ICASSP Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young
2013	Misc	`conf`	On-line policy optimisation of Bayesian spoken dialogue systems via human interaction. ICASSP Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young
2013	—	`conf`	POMDP-based dialogue manager adaptation to extended domains. SIGDIAL Conference Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young
2012	J	`jnl`	Markov Random Walk Representations with Continuous Distributions CoRR Chen-Hsiang Yeang, Martin Szummer
2011	A	`conf`	LambdaMerge: merging the results of query reformulations. WSDM Daniel Sheldon, Milad Shokouhi, Martin Szummer, Nick Craswell
2011	A	`conf`	Relevance feedback exploiting query-specific document manifolds. CIKM Chang Wang, Emine Yilmaz, Martin Szummer
2011	A	`conf`	Semi-supervised learning to rank with preference regularization. CIKM Martin Szummer, Emine Yilmaz
2010	—	`conf`	Efficient Object Category Recognition Using Classemes. ECCV (1) Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
2010	A*	`conf`	Inferring query intent from reformulations and clicks. WWW Filip Radlinski, Martin Szummer, Nick Craswell
2010	A*	`conf`	Metrics for assessing sets of subtopics. SIGIR Filip Radlinski, Martin Szummer, Nick Craswell
2009	A*	`conf`	Learning query-dependent prefilters for scalable image retrieval. CVPR Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
2008	A*	`conf`	Behavioral classification on the click graph. WWW Martin Szummer, Nick Craswell
2008	—	`conf`	Learning CRFs Using Graph Cuts. ECCV (2) Martin Szummer, Pushmeet Kohli, Derek Hoiem
2008	A*	`conf`	Semi-supervised learning of compact document representations with deep networks. ICML Marc'Aurelio Ranzato, Martin Szummer
2007	A*	`conf`	Optimizing Binary MRFs via Extended Roof Duality. CVPR Carsten Rother, Vladimir Kolmogorov, Victor S. Lempitsky, Martin Szummer
2007	A*	`conf`	Random walks on the click graph. SIGIR Nick Craswell, Martin Szummer
2005	A	`conf`	A Graphical Model for Simultaneous Partitioning and Labeling. AISTATS Philip J. Cowans, Martin Szummer
2005	A	`conf`	Bayesian Conditional Random Fields. AISTATS Yuan (Alan) Qi, Martin Szummer, Tom Minka
2005	—	`conf`	Diagram Structure Recognition by Bayesian Conditional Random Fields. CVPR (2) Yuan (Alan) Qi, Martin Szummer, Thomas P. Minka
2005	A	`conf`	Learning Diagram Parts with Hidden Random Fields. ICDAR Martin Szummer
2004	—	`conf`	Contextual recognition of hand-drawn diagrams with conditional random fields. IWFHR Martin Szummer, Yuan (Alan) Qi
2004	—	`conf`	Generative models and Bayesian model comparison for shape recognition. IWFHR Balaji Krishnapuram, Christopher M. Bishop, Martin Szummer
2004	—	`conf`	Incorporating Context and User Feedback in Pen-Based Interfaces. AAAI Technical Report (6) Martin Szummer, Phillip Cowans
2003	A	`conf`	Markov Random Walk Representations with Continuous Distributions. UAI Chen-Hsiang Yeang, Martin Szummer
2002	—	`conf`	Information Regularization with Partially Labeled Data. NIPS Martin Szummer, Tommi S. Jaakkola
2001	—	`conf`	Partially labeled classification with Markov random walks. NIPS Martin Szummer, Tommi S. Jaakkola
2000	—	`conf`	Kernel Expansions with Unlabeled Examples. NIPS Martin Szummer, Tommi S. Jaakkola
1998	—	`conf`	Computer aided diagnosis of bone lesions in the facial skeleton. Bildverarbeitung für die Medizin Wolfgang Sörgel, Sabine Girod, Martin Szummer, Bernd Girod
1998	—	`conf`	Indoor-Outdoor Image Classification. CAIVD Martin Szummer, Rosalind W. Picard
1996	—	`conf`	Modeling user subjectivity in image libraries. ICIP (2) Rosalind W. Picard, Thomas P. Minka, Martin Szummer
1996	—	`conf`	Temporal texture modeling. ICIP (3) Martin Szummer, Rosalind W. Picard