Matko Bosnjak

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Topics

Variational Inference

Visual Concepts

Top Venues

Discovery Science

Publications

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
PaliGemma: A versatile 3B VLM for transfer. CoRR (2024)
Ioana Bica, Anastasija Ilic, Matthias Bauer, Goker Erdogan, Matko Bosnjak, Christos Kaplanis, Alexey A. Gritsenko, Matthias Minderer, Charles Blundell, Razvan Pascanu, Jovana Mitrovic
Improving fine-grained understanding in image-text pre-training. CoRR (2024)
Matko Bosnjak, Pierre H. Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
SemPPL: Predicting pseudo-labels for better contrastive representations. CoRR (2023)
Matko Bosnjak, Pierre Harvey Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations. ICLR (2023)
Petar Velickovic, Matko Bosnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell
Reasoning-Modulated Representations. LoG (2022)
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
A Generalist Neural Algorithmic Learner. LoG (2022)
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
A Generalist Neural Algorithmic Learner. CoRR (2022)
Richard Evans, Matko Bosnjak, Lars Buesing, Kevin Ellis, David Pfau, Pushmeet Kohli, Marek J. Sergot
Making Sense of Raw Input (Extended Abstract). IJCAI (2022)
Stephen Clark, Alexander Lerchner, Tamara von Glehn, Olivier Tieleman, Richard Tanburn, Misha Dashevskiy, Matko Bosnjak
Formalising Concepts as Grounded Abstractions. CoRR (2021)
Petar Velickovic, Matko Bosnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell
Reasoning-Modulated Representations. CoRR (2021)
Richard Evans, Matko Bosnjak, Lars Buesing, Kevin Ellis, David P. Reichert, Pushmeet Kohli, Marek J. Sergot
Making sense of raw input. Artif. Intell. 299 (2021)
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette
Differentiable Reasoning on Large Knowledge Bases and Natural Language. AAAI (2020)
Nicholas Watters, Loic Matthey, Matko Bosnjak, Christopher P. Burgess, Alexander Lerchner
COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration. CoRR (2019)
Alexander Imani Cowen-Rivers, Pasquale Minervini, Tim Rocktäschel, Matko Bosnjak, Sebastian Riedel, Jun Wang
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings. CoRR (2019)
Alexander I. Cowen-Rivers, Pasquale Minervini, Sebastian Riedel, Tim Rocktäschel, Jun Wang, Matko Bosnjak
Neural Variational Inference For Estimating Knowledge Graph Embedding Uncertainty. NeSy@IJCAI (2019)
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette
Differentiable Reasoning on Large Knowledge Bases and Natural Language. CoRR (2019)
Irina Higgins, Nicolas Sonnerat, Loic Matthey, Arka Pal, Christopher P. Burgess, Matko Bosnjak, Murray Shanahan, Matthew Botvinick, Demis Hassabis, Alexander Lerchner
SCAN: Learning Hierarchical Compositional Visual Concepts. ICLR (Poster) (2018)
Dirk Weissenborn, Pasquale Minervini, Tim Dettmers, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Pontus Stenetorp, Sebastian Riedel
Jack the Reader - A Machine Reading Framework. CoRR (2018)
Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel
Towards Neural Theorem Proving at Scale. CoRR (2018)
Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel
Jack the Reader - A Machine Reading Framework. ACL (4) (2018)
Matko Bosnjak, Tim Rocktäschel, Jason Naradowsky, Sebastian Riedel
Programming with a Differentiable Forth Interpreter. ICML (2017)
Matko Bosnjak, Tim Rocktäschel, Jason Naradowsky, Sebastian Riedel
Programming With a Differentiable Forth Interpreter. ICLR (Workshop) (2017)
Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bosnjak, Sebastian Riedel
emoji2vec: Learning Emoji Representations from their Description. SocialNLP@EMNLP (2016)
Sebastian Riedel, Matko Bosnjak, Tim Rocktäschel
Programming with a Differentiable Forth Interpreter. CoRR (2016)
Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bosnjak, Sebastian Riedel
emoji2vec: Learning Emoji Representations from their Description. CoRR (2016)
Ellery Smith, Nicola Greco, Matko Bosnjak, Andreas Vlachos
A Strong Lexical Matching Method for the Machine Comprehension Test. EMNLP (2015)
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network. Discovery Science (2014)
Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek
Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships. PLoS Comput. Biol. 9 (1) (2013)
Gustavo Laboreiro, Matko Bosnjak, Luís Sarmento, Eduarda Mendes Rodrigues, Eugénio C. Oliveira
Determining language variant in microblog messages. SAC (2013)
Matko Bosnjak, Eduardo Oliveira, José Martins, Eduarda Mendes Rodrigues, Luís Sarmento
TwitterEcho: a distributed focused crawler to support open research with twitter data. WWW (Companion Volume) (2012)
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc
Memory biased random walk approach to synthetic clickstream generation CoRR (2012)
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
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. 5 (10) (2009)
Dragan Gamberger, Marin Prcela, Matko Bosnjak
Attribute ranking for intelligent data analysis in medical applications. ITI (2008)