Armin W. Thomas

27 papers A* 8Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Quantifying Memory Utilization with Effective State-Size. ICML Rom N. Parnichkun, Neehal Tumma, Armin W. Thomas, Alessandro Moro, Qi An, Taiji Suzuki, Atsushi Yamashita, Michael Poli, Stefano Massaroli
2025	J	`jnl`	Quantifying Memory Utilization with Effective State-Size. CoRR Rom N. Parnichkun, Neehal Tumma, Armin W. Thomas, Alessandro Moro, Qi An, Taiji Suzuki, Atsushi Yamashita, Michael Poli, Stefano Massaroli
2025	A*	`conf`	STAR: Synthesis of Tailored Architectures. ICLR Armin W. Thomas, Rom N. Parnichkun, Alexander Amini, Stefano Massaroli, Michael Poli
2024	A*	`conf`	Mechanistic Design and Scaling of Hybrid Architectures. ICML Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
2024	J	`jnl`	Mechanistic Design and Scaling of Hybrid Architectures. CoRR Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
2024	J	`jnl`	STAR: Synthesis of Tailored Architectures. CoRR Armin W. Thomas, Rom N. Parnichkun, Alexander Amini, Stefano Massaroli, Michael Poli
2023	J	`jnl`	Benchmarking explanation methods for mental state decoding with deep learning models. NeuroImage Armin W. Thomas, Christopher Ré, Russell A. Poldrack
2023	J	`jnl`	Evaluating deep transfer learning for whole-brain cognitive decoding. J. Frankl. Inst. Armin W. Thomas, Ulman Lindenberger, Wojciech Samek, Klaus-Robert Müller
2023	A*	`conf`	Hungry Hungry Hippos: Towards Language Modeling with State Space Models. ICLR Daniel Y. Fu, Tri Dao, Khaled Kamal Saab, Armin W. Thomas, Atri Rudra, Christopher Ré
2023	A*	`conf`	HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution. NeurIPS Eric Nguyen, Michael Poli, Marjan Faizi, Armin W. Thomas, Michael Wornow, Callum Birch-Sykes, Stefano Massaroli, Aman Patel, Clayton M. Rabideau, Yoshua Bengio, Stefano Ermon, Christopher Ré, Stephen Baccus
2023	J	`jnl`	HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution. CoRR Eric Nguyen, Michael Poli, Marjan Faizi, Armin W. Thomas, Callum Birch-Sykes, Michael Wornow, Aman Patel, Clayton M. Rabideau, Stefano Massaroli, Yoshua Bengio, Stefano Ermon, Stephen A. Baccus, Christopher Ré
2023	A*	`conf`	Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture. NeurIPS Daniel Y. Fu, Simran Arora, Jessica Grogan, Isys Johnson, Evan Sabri Eyuboglu, Armin W. Thomas, Benjamin Spector, Michael Poli, Atri Rudra, Christopher Ré
2023	J	`jnl`	Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture. CoRR Daniel Y. Fu, Simran Arora, Jessica Grogan, Isys Johnson, Sabri Eyuboglu, Armin W. Thomas, Benjamin Spector, Michael Poli, Atri Rudra, Christopher Ré
2023	A*	`conf`	Simple Hardware-Efficient Long Convolutions for Sequence Modeling. ICML Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Armin W. Thomas, Michael Zhang, Tri Dao, Atri Rudra, Christopher Ré
2023	J	`jnl`	Simple Hardware-Efficient Long Convolutions for Sequence Modeling. CoRR Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Armin W. Thomas, Michael Zhang, Tri Dao, Atri Rudra, Christopher Ré
2022	J	`jnl`	Comparing interpretation methods in mental state decoding analyses with deep learning models. CoRR Armin W. Thomas, Christopher Ré, Russell A. Poldrack
2022	—	`conf`	Deep Learning for Whole-Brain Cognitive Decoding. BCI Klaus-Robert Müller, Armin W. Thomas, Wojciech Samek
2022	—	`conf`	Differentiable programming for functional connectomics. ML4H@NeurIPS Rastko Ciric, Armin W. Thomas, Oscar Esteban, Russell A. Poldrack
2022	J	`jnl`	Differentiable programming for functional connectomics. CoRR Rastko Ciric, Armin W. Thomas, Oscar Esteban, Russell A. Poldrack
2022	J	`jnl`	Gaze-dependent evidence accumulation predicts multi-alternative risky choice behaviour. PLoS Comput. Biol. Felix Molter, Armin W. Thomas, Scott A. Huettel, Hauke R. Heekeren, Peter N. C. Mohr
2022	J	`jnl`	Hungry Hungry Hippos: Towards Language Modeling with State Space Models. CoRR Tri Dao, Daniel Y. Fu, Khaled Kamal Saab, Armin W. Thomas, Atri Rudra, Christopher Ré
2022	A*	`conf`	Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data. NeurIPS Armin W. Thomas, Christopher Ré, Russell A. Poldrack
2021	J	`jnl`	Challenges for cognitive decoding using deep learning methods. CoRR Armin W. Thomas, Christopher Ré, Russell A. Poldrack
2021	J	`jnl`	Evaluating deep transfer learning for whole-brain cognitive decoding. CoRR Armin W. Thomas, Ulman Lindenberger, Wojciech Samek, Klaus-Robert Müller
2019	J	`jnl`	Deep Transfer Learning For Whole-Brain fMRI Analyses. CoRR Armin W. Thomas, Klaus-Robert Müller, Wojciech Samek
2019	—	`conf`	Deep Transfer Learning for Whole-Brain FMRI Analyses. OR/MLCN@MICCAI Armin W. Thomas, Klaus-Robert Müller, Wojciech Samek
2018	J	`jnl`	Interpretable LSTMs For Whole-Brain Neuroimaging Analyses. CoRR Armin W. Thomas, Hauke R. Heekeren, Klaus-Robert Müller, Wojciech Samek