Matko Bosnjak

According to our database, Matko Bosnjak authored at least 28 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PaliGemma: A versatile 3B VLM for transfer.

Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai

CoRR, 2024

Improving fine-grained understanding in image-text pre-training.

Ioana Bica, Anastasija Ilic, Matthias Bauer, Goker Erdogan, Matko Bosnjak, Christos Kaplanis, Alexey A. Gritsenko, Matthias Minderer, Charles Blundell, Razvan Pascanu, Jovana Mitrovic

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations.

Matko Bosnjak, Pierre Harvey Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Reasoning-Modulated Representations.

Petar Velickovic, Matko Bosnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell

Proceedings of the Learning on Graphs Conference, 2022

A Generalist Neural Algorithmic Learner.

Borja Ibarz, Vitaly Kurin, George Papamakarios, Kyriacos Nikiforou, Mehdi Bennani, Róbert Csordás, Andrew Joseph Dudzik, Matko Bosnjak, Alex Vitvitskyi, Yulia Rubanova, Andreea Deac, Beatrice Bevilacqua, Yaroslav Ganin, Charles Blundell, Petar Velickovic

Proceedings of the Learning on Graphs Conference, 2022

Making Sense of Raw Input (Extended Abstract).

Richard Evans, Matko Bosnjak, Lars Buesing, Kevin Ellis, David Pfau, Pushmeet Kohli, Marek J. Sergot

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

On differentiable interpreters.

Matko Bosnjak

PhD thesis, 2021

Formalising Concepts as Grounded Abstractions.

Stephen Clark, Alexander Lerchner, Tamara von Glehn, Olivier Tieleman, Richard Tanburn, Misha Dashevskiy, Matko Bosnjak

CoRR, 2021

Making sense of raw input.

Richard Evans, Matko Bosnjak, Lars Buesing, Kevin Ellis, David P. Reichert, Pushmeet Kohli, Marek J. Sergot

Artif. Intell., 2021

2020

Differentiable Reasoning on Large Knowledge Bases and Natural Language.

Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette

Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Differentiable Reasoning on Large Knowledge Bases and Natural Language.

Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings.

Alexander I. Cowen-Rivers, Pasquale Minervini, Tim Rocktäschel, Matko Bosnjak, Sebastian Riedel, Jun Wang

CoRR, 2019

COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration.

Nicholas Watters, Loic Matthey, Matko Bosnjak, Christopher P. Burgess, Alexander Lerchner

CoRR, 2019

Neural Variational Inference For Estimating Knowledge Graph Embedding Uncertainty.

Alexander I. Cowen-Rivers, Pasquale Minervini, Sebastian Riedel, Tim Rocktäschel, Jun Wang, Matko Bosnjak

Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

2018

Towards Neural Theorem Proving at Scale.

Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel

CoRR, 2018

SCAN: Learning Hierarchical Compositional Visual Concepts.

Irina Higgins, Nicolas Sonnerat, Loic Matthey, Arka Pal, Christopher P. Burgess, Matko Bosnjak, Murray Shanahan, Matthew M. Botvinick, Demis Hassabis, Alexander Lerchner

Proceedings of the 6th International Conference on Learning Representations, 2018

Jack the Reader - A Machine Reading Framework.

Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

Programming with a Differentiable Forth Interpreter.

Matko Bosnjak, Tim Rocktäschel, Jason Naradowsky, Sebastian Riedel

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Programming with a Differentiable Forth Interpreter.

Sebastian Riedel, Matko Bosnjak, Tim Rocktäschel

CoRR, 2016

emoji2vec: Learning Emoji Representations from their Description.

Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bosnjak, Sebastian Riedel

Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, 2016

2015

A Strong Lexical Matching Method for the Machine Comprehension Test.

Ellery Smith, Nicola Greco, Matko Bosnjak, Andreas Vlachos

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network.

Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc

Proceedings of the Discovery Science - 17th International Conference, 2014

2013

Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships.

Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek

PLoS Comput. Biol., 2013

Determining language variant in microblog messages.

Gustavo Laboreiro, Matko Bosnjak, Luís Sarmento, Eduarda Mendes Rodrigues, Eugénio C. Oliveira

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

2012

Memory biased random walk approach to synthetic clickstream generation

Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc

CoRR, 2012

TwitterEcho: a distributed focused crawler to support open research with twitter data.

Matko Bosnjak, Eduardo Oliveira, José Martins, Eduarda Mendes Rodrigues, Luís Sarmento

Proceedings of the 21st World Wide Web Conference, 2012

2009

HEARTFAID's eCRF: Lessons Learnt from Using a Two-Level Data Acquisition and Storage System for Knowledge Discovery Tasks within an Electronic Platform for Managing Heart Failure Patients.

Matko Bosnjak, Andrzej A. Kononowicz, Katarzyna Styczkiewicz, Bogumila Bacior, Rajko Horvat, Marin Prcela, Dragan Gamberger, Angela Sciacqua, Mariaconsuelo Valentini, Kalina Kawecka-Jaszcz, Gianfranco Parati, Domenico Conforti

Bio Algorithms Med Syst., 2009

2008

Attribute ranking for intelligent data analysis in medical applications.

Dragan Gamberger, Marin Prcela, Matko Bosnjak

Proceedings of the ITI 2008 30th International Conference on Information Technology Interfaces, 2008