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Aditya Rawal
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2020 – today
- 2022
- [c14]Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau:
Continual Learning with Transformers for Image Classification. CVPR Workshops 2022: 3773-3780 - [c13]Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau:
Memory Efficient Continual Learning with Transformers. NeurIPS 2022 - [i8]Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau:
Continual Learning with Transformers for Image Classification. CoRR abs/2206.14085 (2022) - 2020
- [c12]Felipe Petroski Such, Aditya Rawal, Joel Lehman, Kenneth O. Stanley, Jeffrey Clune:
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data. ICML 2020: 9206-9216 - [c11]Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeffrey Clune, Kenneth O. Stanley:
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions. ICML 2020: 9940-9951 - [p1]Aditya Rawal, Jason Zhi Liang, Risto Miikkulainen:
Discovering Gated Recurrent Neural Network Architectures. Deep Neural Evolution 2020: 233-251 - [i7]Thomas Miconi, Aditya Rawal, Jeff Clune, Kenneth O. Stanley:
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity. CoRR abs/2002.10585 (2020) - [i6]Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeff Clune, Kenneth O. Stanley:
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions. CoRR abs/2003.08536 (2020) - [i5]Aditya Rawal, Joel Lehman, Felipe Petroski Such, Jeff Clune, Kenneth O. Stanley:
Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search. CoRR abs/2005.13092 (2020)
2010 – 2019
- 2019
- [c10]Thomas Miconi, Aditya Rawal, Jeff Clune, Kenneth O. Stanley:
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity. ICLR (Poster) 2019 - [i4]Ted Moskovitz, Rui Wang, Janice Lan, Sanyam Kapoor, Thomas Miconi, Jason Yosinski, Aditya Rawal:
First-Order Preconditioning via Hypergradient Descent. CoRR abs/1910.08461 (2019) - [i3]Felipe Petroski Such, Aditya Rawal, Joel Lehman, Kenneth O. Stanley, Jeff Clune:
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data. CoRR abs/1912.07768 (2019) - 2018
- [i2]Aditya Rawal, Risto Miikkulainen:
From Nodes to Networks: Evolving Recurrent Neural Networks. CoRR abs/1803.04439 (2018) - 2017
- [i1]Risto Miikkulainen, Jason Zhi Liang, Elliot Meyerson, Aditya Rawal, Daniel Fink, Olivier Francon, Bala Raju, Hormoz Shahrzad, Arshak Navruzyan, Nigel Duffy, Babak Hodjat:
Evolving Deep Neural Networks. CoRR abs/1703.00548 (2017) - 2016
- [c9]Aditya Rawal, Risto Miikkulainen:
Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective. GECCO 2016: 501-508 - 2014
- [c8]Aditya Rawal, Janette Boughman, Risto Miikkulainen:
Evolution of Communication in Mate Selection. ALIFE 2014: 16-22 - [c7]Padmini Rajagopalan, Aditya Rawal, Kay E. Holekamp, Risto Miikkulainen:
General intelligence through prolonged evolution of densely connected neural networks. GECCO (Companion) 2014: 35-36 - 2013
- [c6]Ayan Acharya, Aditya Rawal, Raymond J. Mooney, Eduardo R. Hruschka
:
Using Both Latent and Supervised Shared Topics for Multitask Learning. ECML/PKDD (2) 2013: 369-384 - 2012
- [c5]Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen, Kay E. Holekamp:
Evolution of a Communication Code in Cooperative Tasks. ALIFE 2012 - [c4]Risto Miikkulainen, Eliana Feasley, Leif M. Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal, Wesley Tansey:
Multiagent Learning through Neuroevolution. WCCI 2012: 24-46 - 2011
- [c3]Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen, Marc A. Wiseman, Kay E. Holekamp:
The role of reward structure, coordination mechanism and net return in the evolution of cooperation. CIG 2011: 258-265 - 2010
- [c2]Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen:
Constructing competitive and cooperative agent behavior using coevolution. CIG 2010: 107-114 - [c1]Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen:
Emergence of competitive and cooperative behavior using coevolution. GECCO 2010: 1073-1074
Coauthor Index

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