Jacob Menick

21 papers A* 7Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Flamingo: a Visual Language Model for Few-Shot Learning.
CoRR
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan
2022 A* conf
Improving Language Models by Retrieving from Trillions of Tokens.
ICML
Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann, Trevor Cai, Eliza Rutherford, Katie Millican, George van den Driessche, Jean-Baptiste Lespiau, Bogdan Damoc, Aidan Clark, Diego de Las Casas, Aurelia Guy, Jacob Menick, Roman Ring, Tom Hennigan, Saffron Huang, Loren Maggiore, Chris Jones, Albin Cassirer, Andy Brock, Michela Paganini, Geoffrey Irving, Oriol Vinyals, Simon Osindero, Karen Simonyan, Jack W. Rae, Erich Elsen, Laurent Sifre
2022 J jnl
Teaching language models to support answers with verified quotes.
CoRR
Jacob Menick, Maja Trebacz, Vladimir Mikulik, John Aslanides, H. Francis Song, Martin J. Chadwick, Mia Glaese, Susannah Young, Lucy Campbell-Gillingham, Geoffrey Irving, Nat McAleese
2021 J jnl
Generating Images with Sparse Representations.
CoRR
Charlie Nash, Jacob Menick, Sander Dieleman, Peter W. Battaglia
2021 A* conf
Generating images with sparse representations.
ICML
Charlie Nash, Jacob Menick, Sander Dieleman, Peter W. Battaglia
2021 J jnl
Improving language models by retrieving from trillions of tokens.
CoRR
Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann, Trevor Cai, Eliza Rutherford, Katie Millican, George van den Driessche, Jean-Baptiste Lespiau, Bogdan Damoc, Aidan Clark, Diego de Las Casas, Aurelia Guy, Jacob Menick, Roman Ring, Tom Hennigan, Saffron Huang, Loren Maggiore, Chris Jones, Albin Cassirer, Andy Brock, Michela Paganini, Geoffrey Irving, Oriol Vinyals, Simon Osindero, Karen Simonyan, Jack W. Rae, Erich Elsen, Laurent Sifre
2021 A* conf
Multimodal Few-Shot Learning with Frozen Language Models.
NeurIPS
Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, S. M. Ali Eslami, Oriol Vinyals, Felix Hill
2021 J jnl
Multimodal Few-Shot Learning with Frozen Language Models.
CoRR
Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, S. M. Ali Eslami, Oriol Vinyals, Felix Hill
2021 A* conf
Practical Real Time Recurrent Learning with a Sparse Approximation.
ICLR
Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves
2021 J jnl
Scaling Language Models: Methods, Analysis & Insights from Training Gopher.
CoRR
Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Millican, Jordan Hoffmann, H. Francis Song, John Aslanides, Sarah Henderson, Roman Ring, Susannah Young, Eliza Rutherford, Tom Hennigan, Jacob Menick, Albin Cassirer, Richard Powell, George van den Driessche, Lisa Anne Hendricks, Maribeth Rauh, Po-Sen Huang, Amelia Glaese, Johannes Welbl, Sumanth Dathathri, Saffron Huang, Jonathan Uesato, John Mellor, Irina Higgins, Antonia Creswell, Nat McAleese, Amy Wu, Erich Elsen, Siddhant M. Jayakumar, Elena Buchatskaya, David Budden, Esme Sutherland, Karen Simonyan, Michela Paganini, Laurent Sifre, Lena Martens, Xiang Lorraine Li, Adhiguna Kuncoro, Aida Nematzadeh, Elena Gribovskaya, Domenic Donato, Angeliki Lazaridou, Arthur Mensch, Jean-Baptiste Lespiau, Maria Tsimpoukelli, Nikolai Grigorev, Doug Fritz, Thibault Sottiaux, Mantas Pajarskas, Toby Pohlen, Zhitao Gong, Daniel Toyama, Cyprien de Masson d'Autume, Yujia Li, Tayfun Terzi, Vladimir Mikulik, Igor Babuschkin, Aidan Clark, Diego de Las Casas, Aurelia Guy, Chris Jones, James Bradbury, Matthew J. Johnson, Blake A. Hechtman, Laura Weidinger, Iason Gabriel, William Isaac, Edward Lockhart, Simon Osindero, Laura Rimell, Chris Dyer, Oriol Vinyals, Kareem Ayoub, Jeff Stanway, Lorrayne Bennett, Demis Hassabis, Koray Kavukcuoglu, Geoffrey Irving
2020 J jnl
A Practical Sparse Approximation for Real Time Recurrent Learning.
CoRR
Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves
2020 A* conf
Multiplicative Interactions and Where to Find Them.
ICLR
Siddhant M. Jayakumar, Wojciech M. Czarnecki, Jacob Menick, Jonathan Schwarz, Jack W. Rae, Simon Osindero, Yee Whye Teh, Tim Harley, Razvan Pascanu
2020 A* conf
Rigging the Lottery: Making All Tickets Winners.
ICML
Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen
2019 — conf
Generating High fidelity Images with subscale pixel Networks and Multidimensional Upscaling.
ICLR
Jacob Menick, Nal Kalchbrenner
2019 J jnl
Rigging the Lottery: Making All Tickets Winners.
CoRR
Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen
2018 J jnl
Associative Compression Networks for Representation Learning.
CoRR
Alex Graves, Jacob Menick, Aäron van den Oord
2018 J jnl
Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling.
CoRR
Jacob Menick, Nal Kalchbrenner
2018 — conf
Noisy Networks For Exploration.
ICLR (Poster)
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Matteo Hessel, Ian Osband, Alex Graves, Volodymyr Mnih, Rémi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg
2017 A* conf
Automated Curriculum Learning for Neural Networks.
ICML
Alex Graves, Marc G. Bellemare, Jacob Menick, Rémi Munos, Koray Kavukcuoglu
2017 J jnl
Automated Curriculum Learning for Neural Networks.
CoRR
Alex Graves, Marc G. Bellemare, Jacob Menick, Rémi Munos, Koray Kavukcuoglu
2017 J jnl
Noisy Networks for Exploration.
CoRR
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Ian Osband, Alex Graves, Vlad Mnih, Rémi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg