Brody Huval

According to our database, Brody Huval authored at least 8 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Reinforcement Learning for Long-Horizon Interactive LLM Agents.

Kevin Chen, Marco F. Cusumano-Towner, Brody Huval, Aleksei Petrenko, Jackson Hamburger, Vladlen Koltun, Philipp Krähenbühl

CoRR, February, 2025

Robust Autonomy Emerges from Self-Play.

Marco Francis Cusumano-Towner, David Hafner, Alexander Hertzberg, Brody Huval, Aleksei Petrenko, Eugene Vinitsky, Erik Wijmans, Taylor W. Killian, Stuart Bowers, Ozan Sener, Philipp Krähenbühl, Vladlen Koltun

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Cut Your Losses in Large-Vocabulary Language Models.

Erik Wijmans, Brody Huval, Alexander Hertzberg, Vladlen Koltun, Philipp Krähenbühl

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2015

An Empirical Evaluation of Deep Learning on Highway Driving.

Brody Huval, Tao Wang, Sameep Tandon, Jeff Kiske, Will Song, Joel Pazhayampallil, Mykhaylo Andriluka, Pranav Rajpurkar, Toki Migimatsu, Royce Cheng-Yue, Fernando A. Mujica, Adam Coates, Andrew Y. Ng

CoRR, 2015

2014

Deep learning for class-generic object detection.

Brody Huval, Adam Coates, Andrew Y. Ng

Proceedings of the 2nd International Conference on Learning Representations, 2014

2013

Deep learning with COTS HPC systems.

Adam Coates, Brody Huval, Tao Wang, David J. Wu, Bryan Catanzaro, Andrew Y. Ng

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Convolutional-Recursive Deep Learning for 3D Object Classification.

Richard Socher, Brody Huval, Bharath Putta Bath, Christopher D. Manning, Andrew Y. Ng

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Semantic Compositionality through Recursive Matrix-Vector Spaces.

Richard Socher, Brody Huval, Christopher D. Manning, Andrew Y. Ng

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012