Matko Bosnjak

36 papers A* 6B 1Misc 1Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2024 A* conf
Improving fine-grained understanding in image-text pre-training.
ICML
Ioana Bica, Anastasija Ilic, Matthias Bauer, Goker Erdogan, Matko Bosnjak, Christos Kaplanis, Alexey A. Gritsenko, Matthias Minderer, Charles Blundell, Razvan Pascanu, Jovana Mitrovic
2024 J jnl
Improving fine-grained understanding in image-text pre-training.
CoRR
Ioana Bica, Anastasija Ilic, Matthias Bauer, Goker Erdogan, Matko Bosnjak, Christos Kaplanis, Alexey A. Gritsenko, Matthias Minderer, Charles Blundell, Razvan Pascanu, Jovana Mitrovic
2024 J jnl
PaliGemma: A versatile 3B VLM for transfer.
CoRR
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
2023 A* conf
SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations.
ICLR
Matko Bosnjak, Pierre Harvey Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
2023 J jnl
SemPPL: Predicting pseudo-labels for better contrastive representations.
CoRR
Matko Bosnjak, Pierre H. Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
2022 — conf
A Generalist Neural Algorithmic Learner.
LoG
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
2022 J jnl
A Generalist Neural Algorithmic Learner.
CoRR
Borja Ibarz, Vitaly Kurin, George Papamakarios, Kyriacos Nikiforou, Mehdi Bennani, Róbert Csordás, Andrew Dudzik, Matko Bosnjak, Alex Vitvitskyi, Yulia Rubanova, Andreea Deac, Beatrice Bevilacqua, Yaroslav Ganin, Charles Blundell, Petar Velickovic
2022 A* conf
Making Sense of Raw Input (Extended Abstract).
IJCAI
Richard Evans, Matko Bosnjak, Lars Buesing, Kevin Ellis, David Pfau, Pushmeet Kohli, Marek J. Sergot
2022 — conf
Reasoning-Modulated Representations.
LoG
Petar Velickovic, Matko Bosnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell
2021 J jnl
Formalising Concepts as Grounded Abstractions.
CoRR
Stephen Clark, Alexander Lerchner, Tamara von Glehn, Olivier Tieleman, Richard Tanburn, Misha Dashevskiy, Matko Bosnjak
2021 J jnl
Making sense of raw input.
Artif. Intell.
Richard Evans, Matko Bosnjak, Lars Buesing, Kevin Ellis, David P. Reichert, Pushmeet Kohli, Marek J. Sergot
2021 — —
On differentiable interpreters.
Matko Bosnjak
2021 J jnl
Reasoning-Modulated Representations.
CoRR
Petar Velickovic, Matko Bosnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell
2020 A* conf
Differentiable Reasoning on Large Knowledge Bases and Natural Language.
AAAI
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette
2020 — ch.
Differentiable Reasoning on Large Knowledge Bases and Natural Language.
Knowledge Graphs for eXplainable Artificial Intelligence
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette
2019 J jnl
COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration.
CoRR
Nicholas Watters, Loic Matthey, Matko Bosnjak, Christopher P. Burgess, Alexander Lerchner
2019 J jnl
Differentiable Reasoning on Large Knowledge Bases and Natural Language.
CoRR
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette
2019 — conf
Neural Variational Inference For Estimating Knowledge Graph Embedding Uncertainty.
NeSy@IJCAI
Alexander I. Cowen-Rivers, Pasquale Minervini, Sebastian Riedel, Tim Rocktäschel, Jun Wang, Matko Bosnjak
2019 J jnl
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings.
CoRR
Alexander I. Cowen-Rivers, Pasquale Minervini, Tim Rocktäschel, Matko Bosnjak, Sebastian Riedel, Jun Wang
2018 — conf
Jack the Reader - A Machine Reading Framework.
ACL (4)
Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel
2018 J jnl
Jack the Reader - A Machine Reading Framework.
CoRR
Dirk Weissenborn, Pasquale Minervini, Tim Dettmers, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Pontus Stenetorp, Sebastian Riedel
2018 — conf
SCAN: Learning Hierarchical Compositional Visual Concepts.
ICLR (Poster)
Irina Higgins, Nicolas Sonnerat, Loic Matthey, Arka Pal, Christopher P. Burgess, Matko Bosnjak, Murray Shanahan, Matthew M. Botvinick, Demis Hassabis, Alexander Lerchner
2018 J jnl
Towards Neural Theorem Proving at Scale.
CoRR
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel
2017 — conf
Programming With a Differentiable Forth Interpreter.
ICLR (Workshop)
Matko Bosnjak, Tim Rocktäschel, Jason Naradowsky, Sebastian Riedel
2017 A* conf
Programming with a Differentiable Forth Interpreter.
ICML
Matko Bosnjak, Tim Rocktäschel, Jason Naradowsky, Sebastian Riedel
2016 J jnl
Programming with a Differentiable Forth Interpreter.
CoRR
Sebastian Riedel, Matko Bosnjak, Tim Rocktäschel
2016 — conf
emoji2vec: Learning Emoji Representations from their Description.
SocialNLP@EMNLP
Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bosnjak, Sebastian Riedel
2016 J jnl
emoji2vec: Learning Emoji Representations from their Description.
CoRR
Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bosnjak, Sebastian Riedel
2015 A* conf
A Strong Lexical Matching Method for the Machine Comprehension Test.
EMNLP
Ellery Smith, Nicola Greco, Matko Bosnjak, Andreas Vlachos
2014 B conf
Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network.
Discovery Science
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
2013 Misc conf
Determining language variant in microblog messages.
SAC
Gustavo Laboreiro, Matko Bosnjak, Luís Sarmento, Eduarda Mendes Rodrigues, Eugénio C. Oliveira
2013 J jnl
Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships.
PLoS Comput. Biol.
Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek
2012 J jnl
Memory biased random walk approach to synthetic clickstream generation
CoRR
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
2012 — conf
TwitterEcho: a distributed focused crawler to support open research with twitter data.
WWW (Companion Volume)
Matko Bosnjak, Eduardo Oliveira, José Martins, Eduarda Mendes Rodrigues, Luís Sarmento
2009 J jnl
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.
Bio Algorithms Med Syst.
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
2008 — conf
Attribute ranking for intelligent data analysis in medical applications.
ITI
Dragan Gamberger, Marin Prcela, Matko Bosnjak