Trevor Gale

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Confocal Microscopy Images

Dendritic Spines

Top Venues

Publications

Bobby Yan, Alexander J. Root, Trevor Gale, David Broman, Fredrik Kjolstad
Scorch: A Library for Sparse Deep Learning. CoRR (2024)
Aleksandar Botev, Soham De, Samuel L. Smith, Anushan Fernando, George-Cristian Muraru, Ruba Haroun, Leonard Berrada, Razvan Pascanu, Pier Giuseppe Sessa, Robert Dadashi, Léonard Hussenot, Johan Ferret, Sertan Girgin, Olivier Bachem, Alek Andreev, Kathleen Kenealy, Thomas Mesnard, Cassidy Hardin, Surya Bhupatiraju, Shreya Pathak, Laurent Sifre, Morgane Rivière, Mihir Sanjay Kale, Juliette Love, Pouya Tafti, Armand Joulin, Noah Fiedel, Evan Senter, Yutian Chen, Srivatsan Srinivasan, Guillaume Desjardins, David Budden, Arnaud Doucet, Sharad Vikram, Adam Paszke, Trevor Gale, Sebastian Borgeaud, Charlie Chen, Andy Brock, Antonia Paterson, Jenny Brennan, Meg Risdal, Raj Gundluru, Nesh Devanathan, Paul Mooney, Nilay Chauhan, Phil Culliton, Luiz GUStavo Martins, Elisa Bandy, David Huntsperger, Glenn Cameron, Arthur Zucker, Tris Warkentin, Ludovic Peran, Minh Giang, Zoubin Ghahramani, Clément Farabet, Koray Kavukcuoglu, Demis Hassabis, Raia Hadsell, Yee Whye Teh, Nando de Frietas
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models. CoRR (2024)
Trevor Gale, Deepak Narayanan, Cliff Young, Matei Zaharia
MegaBlocks: Efficient Sparse Training with Mixture-of-Experts. MLSys (2023)
Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan S. Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Karolina Dziugaite, Pablo Samuel Castro, Utku Evci
JaxPruner: A concise library for sparsity research. CoRR (2023)
Trevor Gale, Deepak Narayanan, Cliff Young, Matei Zaharia
MegaBlocks: Efficient Sparse Training with Mixture-of-Experts. CoRR (2022)
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.
On the Opportunities and Risks of Foundation Models. CoRR (2021)
Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan
Fast Sparse ConvNets. CVPR (2020)
Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen
Rigging the Lottery: Making All Tickets Winners. ICML (2020)
Trevor Gale, Matei Zaharia, Cliff Young, Erich Elsen
Sparse GPU Kernels for Deep Learning. CoRR (2020)
Trevor Gale, Matei Zaharia, Cliff Young, Erich Elsen
Sparse GPU kernels for deep learning. SC (2020)
Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan
Fast Sparse ConvNets. CoRR (2019)
Trevor Gale, Erich Elsen, Sara Hooker
The State of Sparsity in Deep Neural Networks. CoRR (2019)
Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen
Rigging the Lottery: Making All Tickets Winners. CoRR (2019)
Alican Bozkurt, Trevor Gale, Kivanç Köse, Christi Alessi-Fox, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy
Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks. CVPR Workshops (2017)
Steven Eliuk, Cameron Upright, Hars Vardhan, Stephen Walsh, Trevor Gale
dMath: Distributed Linear Algebra for DL. CoRR (2016)