Summary of Decision Mamba: Reinforcement Learning Via Hybrid Selective Sequence Modeling, by Sili Huang et al.
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modelingby Sili Huang, Jifeng Hu, Zhejian Yang,…
Summary of G-transformer For Conditional Average Potential Outcome Estimation Over Time, by Konstantin Hess et al.
G-Transformer for Conditional Average Potential Outcome Estimation over Timeby Konstantin Hess, Dennis Frauen, Valentyn Melnychuk,…
Summary of Transformers Are Ssms: Generalized Models and Efficient Algorithms Through Structured State Space Duality, by Tri Dao et al.
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Dualityby Tri Dao,…
Summary of Graph External Attention Enhanced Transformer, by Jianqing Liang and Min Chen and Jiye Liang
Graph External Attention Enhanced Transformerby Jianqing Liang, Min Chen, Jiye LiangFirst submitted to arxiv on:…
Summary of Rough Transformers: Lightweight and Continuous Time Series Modelling Through Signature Patching, by Fernando Moreno-pino et al.
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patchingby Fernando Moreno-Pino, Álvaro Arroyo,…
Summary of In-context Decision Transformer: Reinforcement Learning Via Hierarchical Chain-of-thought, by Sili Huang et al.
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thoughtby Sili Huang, Jifeng Hu, Hechang Chen, Lichao…
Summary of Position Coupling: Improving Length Generalization Of Arithmetic Transformers Using Task Structure, by Hanseul Cho et al.
Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structureby Hanseul Cho, Jaeyoung Cha,…
Summary of Wavecastnet: An Ai-enabled Wavefield Forecasting Framework For Earthquake Early Warning, by Dongwei Lyu et al.
WaveCastNet: An AI-enabled Wavefield Forecasting Framework for Earthquake Early Warningby Dongwei Lyu, Rie Nakata, Pu…
Summary of Sequence-augmented Se(3)-flow Matching For Conditional Protein Backbone Generation, by Guillaume Huguet et al.
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generationby Guillaume Huguet, James Vuckovic, Kilian Fatras, Eric…
Summary of Language Models Need Inductive Biases to Count Inductively, by Yingshan Chang and Yonatan Bisk
Language Models Need Inductive Biases to Count Inductivelyby Yingshan Chang, Yonatan BiskFirst submitted to arxiv…