Sprechmann, Pablo

18 publications

ICLR 2024 Unlocking the Power of Representations in Long-Term Novelty-Based Exploration Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot

NeurIPSW 2023 Unlocking the Power of Representations in Long-Term Novelty-Based Exploration Steven Kapturowski, Alaa Saade, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot

ICMLW 2021 Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning Víctor Campos, Pablo Sprechmann, Steven Stenberg Hansen, Andre Barreto, Steven Kapturowski, Alex Vitvitskyi, Adria Puigdomenech Badia, Charles Blundell

JAIR 2021 Game Plan: What AI Can Do for Football, and What Football Can Do for AI Karl Tuyls, Shayegan Omidshafiei, Paul Muller, Zhe Wang, Jerome T. Connor, Daniel Hennes, Ian Graham, William Spearman, Tim Waskett, Dafydd Steele, Pauline Luc, Adrià Recasens, Alexandre Galashov, Gregory Thornton, Romuald Elie, Pablo Sprechmann, Pol Moreno, Kris Cao, Marta Garnelo, Praneet Dutta, Michal Valko, Nicolas Heess, Alex Bridgland, Julien Pérolat, Bart De Vylder, S. M. Ali Eslami, Mark Rowland, Andrew Jaegle, Rémi Munos, Trevor Back, Razia Ahamed, Simon Bouton, Nathalie Beauguerlange, Jackson Broshear, Thore Graepel, Demis Hassabis

ICML 2020 Agent57: Outperforming the Atari Human Benchmark Adrià Puigdomènech Badia, Bilal Piot, Steven Kapturowski, Pablo Sprechmann, Alex Vitvitskyi, Zhaohan Daniel Guo, Charles Blundell

ICLR 2020 Never Give up: Learning Directed Exploration Strategies Adrià Puigdomènech Badia, Pablo Sprechmann, Alex Vitvitskyi, Daniel Guo, Bilal Piot, Steven Kapturowski, Olivier Tieleman, Martín Arjovsky, Alexander Pritzel, Andew Bolt, Charles Blundell

NeurIPS 2018 Fast Deep Reinforcement Learning Using Online Adjustments from the past Steven Hansen, Alexander Pritzel, Pablo Sprechmann, Andre Barreto, Charles Blundell

ICLR 2018 Memory-Based Parameter Adaptation Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adria Puigdomenech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell

ICML 2017 Accelerating Eulerian Fluid Simulation with Convolutional Networks Jonathan Tompson, Kristofer Schlachter, Pablo Sprechmann, Ken Perlin

ICLR 2017 Accelerating Eulerian Fluid Simulation with Convolutional Networks Jonathan Tompson, Kristofer Schlachter, Pablo Sprechmann, Ken Perlin

NeurIPS 2016 Disentangling Factors of Variation in Deep Representation Using Adversarial Training Michael F Mathieu, Junbo Jake Zhao, Junbo Zhao, Aditya Ramesh, Pablo Sprechmann, Yann LeCun

ICLR 2016 Super-Resolution with Deep Convolutional Sufficient Statistics Joan Bruna, Pablo Sprechmann, Yann LeCun

ICLR 2015 Audio Source Separation with Discriminative Scattering Networks Pablo Sprechmann, Joan Bruna, Yann LeCun

ICLR 2014 Sparse Similarity-Preserving Hashing Jonathan Masci, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro

NeurIPS 2013 Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching Marcelo Fiori, Pablo Sprechmann, Joshua Vogelstein, Pablo Muse, Guillermo Sapiro

NeurIPS 2013 Supervised Sparse Analysis and Synthesis Operators Pablo Sprechmann, Roee Litman, Tal Ben Yakar, Alexander M Bronstein, Guillermo Sapiro

ICML 2012 Learning Efficient Structured Sparse Models Alexander M. Bronstein, Pablo Sprechmann, Guillermo Sapiro

CVPR 2010 Classification and Clustering via Dictionary Learning with Structured Incoherence and Shared Features Ignacio Ramírez, Pablo Sprechmann, Guillermo Sapiro